Inc_v3_160_3_model

{"class_name": "Model", "keras_version": "2.1.1", "config": {"layers": [{"class_name": "InputLayer", "config": {"dtype": "float32", "batch_input_shape": [null, 160, 160, 3], "name": "input_1", "sparse": false}, "inbound_nodes": [], "name": "input_1"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_1", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "valid", "strides": [2, 2], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 32, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["input_1", 0, 0, {}]]], "name": "conv2d_1"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_1", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_1", 0, 0, {}]]], "name": "batch_normalization_1"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_1"}, "inbound_nodes": [[["batch_normalization_1", 0, 0, {}]]], "name": "activation_1"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_2", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "valid", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 32, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_1", 0, 0, {}]]], "name": "conv2d_2"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_2", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_2", 0, 0, {}]]], "name": "batch_normalization_2"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_2"}, "inbound_nodes": [[["batch_normalization_2", 0, 0, {}]]], "name": "activation_2"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_3", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 64, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_2", 0, 0, {}]]], "name": "conv2d_3"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_3", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_3", 0, 0, {}]]], "name": "batch_normalization_3"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_3"}, "inbound_nodes": [[["batch_normalization_3", 0, 0, {}]]], "name": "activation_3"}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_1", "trainable": true, "data_format": "channels_last", "pool_size": [3, 3], "padding": "valid", "strides": [2, 2]}, "inbound_nodes": [[["activation_3", 0, 0, {}]]], "name": "max_pooling2d_1"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_4", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "valid", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 80, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["max_pooling2d_1", 0, 0, {}]]], "name": "conv2d_4"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_4", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_4", 0, 0, {}]]], "name": "batch_normalization_4"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_4"}, "inbound_nodes": [[["batch_normalization_4", 0, 0, {}]]], "name": "activation_4"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_5", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "valid", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_4", 0, 0, {}]]], "name": "conv2d_5"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_5", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_5", 0, 0, {}]]], "name": "batch_normalization_5"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_5"}, "inbound_nodes": [[["batch_normalization_5", 0, 0, {}]]], "name": "activation_5"}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_2", "trainable": true, "data_format": "channels_last", "pool_size": [3, 3], "padding": "valid", "strides": [2, 2]}, "inbound_nodes": [[["activation_5", 0, 0, {}]]], "name": "max_pooling2d_2"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_9", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 64, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["max_pooling2d_2", 0, 0, {}]]], "name": "conv2d_9"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_9", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_9", 0, 0, {}]]], "name": "batch_normalization_9"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_9"}, "inbound_nodes": [[["batch_normalization_9", 0, 0, {}]]], "name": "activation_9"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_7", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 48, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["max_pooling2d_2", 0, 0, {}]]], "name": "conv2d_7"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_10", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 96, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_9", 0, 0, {}]]], "name": "conv2d_10"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_7", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_7", 0, 0, {}]]], "name": "batch_normalization_7"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_10", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_10", 0, 0, {}]]], "name": "batch_normalization_10"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_7"}, "inbound_nodes": [[["batch_normalization_7", 0, 0, {}]]], "name": "activation_7"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_10"}, "inbound_nodes": [[["batch_normalization_10", 0, 0, {}]]], "name": "activation_10"}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_1", "trainable": true, "data_format": "channels_last", "pool_size": [3, 3], "padding": "same", "strides": [1, 1]}, "inbound_nodes": [[["max_pooling2d_2", 0, 0, {}]]], "name": "average_pooling2d_1"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_6", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 64, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["max_pooling2d_2", 0, 0, {}]]], "name": "conv2d_6"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_8", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 64, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [5, 5]}, "inbound_nodes": [[["activation_7", 0, 0, {}]]], "name": "conv2d_8"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_11", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 96, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_10", 0, 0, {}]]], "name": "conv2d_11"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_12", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 32, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["average_pooling2d_1", 0, 0, {}]]], "name": "conv2d_12"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_6", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_6", 0, 0, {}]]], "name": "batch_normalization_6"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_8", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_8", 0, 0, {}]]], "name": "batch_normalization_8"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_11", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_11", 0, 0, {}]]], "name": "batch_normalization_11"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_12", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_12", 0, 0, {}]]], "name": "batch_normalization_12"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_6"}, "inbound_nodes": [[["batch_normalization_6", 0, 0, {}]]], "name": "activation_6"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_8"}, "inbound_nodes": [[["batch_normalization_8", 0, 0, {}]]], "name": "activation_8"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_11"}, "inbound_nodes": [[["batch_normalization_11", 0, 0, {}]]], "name": "activation_11"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_12"}, "inbound_nodes": [[["batch_normalization_12", 0, 0, {}]]], "name": "activation_12"}, {"class_name": "Concatenate", "config": {"trainable": true, "name": "mixed0", "axis": 3}, "inbound_nodes": [[["activation_6", 0, 0, {}], ["activation_8", 0, 0, {}], ["activation_11", 0, 0, {}], ["activation_12", 0, 0, {}]]], "name": "mixed0"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_16", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 64, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed0", 0, 0, {}]]], "name": "conv2d_16"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_16", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_16", 0, 0, {}]]], "name": "batch_normalization_16"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_16"}, "inbound_nodes": [[["batch_normalization_16", 0, 0, {}]]], "name": "activation_16"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_14", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 48, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed0", 0, 0, {}]]], "name": "conv2d_14"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_17", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 96, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_16", 0, 0, {}]]], "name": "conv2d_17"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_14", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_14", 0, 0, {}]]], "name": "batch_normalization_14"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_17", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_17", 0, 0, {}]]], "name": "batch_normalization_17"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_14"}, "inbound_nodes": [[["batch_normalization_14", 0, 0, {}]]], "name": "activation_14"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_17"}, "inbound_nodes": [[["batch_normalization_17", 0, 0, {}]]], "name": "activation_17"}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_2", "trainable": true, "data_format": "channels_last", "pool_size": [3, 3], "padding": "same", "strides": [1, 1]}, "inbound_nodes": [[["mixed0", 0, 0, {}]]], "name": "average_pooling2d_2"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_13", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 64, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed0", 0, 0, {}]]], "name": "conv2d_13"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_15", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 64, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [5, 5]}, "inbound_nodes": [[["activation_14", 0, 0, {}]]], "name": "conv2d_15"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_18", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 96, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_17", 0, 0, {}]]], "name": "conv2d_18"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_19", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 64, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["average_pooling2d_2", 0, 0, {}]]], "name": "conv2d_19"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_13", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_13", 0, 0, {}]]], "name": "batch_normalization_13"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_15", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_15", 0, 0, {}]]], "name": "batch_normalization_15"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_18", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_18", 0, 0, {}]]], "name": "batch_normalization_18"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_19", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_19", 0, 0, {}]]], "name": "batch_normalization_19"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_13"}, "inbound_nodes": [[["batch_normalization_13", 0, 0, {}]]], "name": "activation_13"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_15"}, "inbound_nodes": [[["batch_normalization_15", 0, 0, {}]]], "name": "activation_15"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_18"}, "inbound_nodes": [[["batch_normalization_18", 0, 0, {}]]], "name": "activation_18"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_19"}, "inbound_nodes": [[["batch_normalization_19", 0, 0, {}]]], "name": "activation_19"}, {"class_name": "Concatenate", "config": {"trainable": true, "name": "mixed1", "axis": 3}, "inbound_nodes": [[["activation_13", 0, 0, {}], ["activation_15", 0, 0, {}], ["activation_18", 0, 0, {}], ["activation_19", 0, 0, {}]]], "name": "mixed1"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_23", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 64, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed1", 0, 0, {}]]], "name": "conv2d_23"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_23", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_23", 0, 0, {}]]], "name": "batch_normalization_23"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_23"}, "inbound_nodes": [[["batch_normalization_23", 0, 0, {}]]], "name": "activation_23"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_21", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 48, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed1", 0, 0, {}]]], "name": "conv2d_21"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_24", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 96, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_23", 0, 0, {}]]], "name": "conv2d_24"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_21", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_21", 0, 0, {}]]], "name": "batch_normalization_21"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_24", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_24", 0, 0, {}]]], "name": "batch_normalization_24"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_21"}, "inbound_nodes": [[["batch_normalization_21", 0, 0, {}]]], "name": "activation_21"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_24"}, "inbound_nodes": [[["batch_normalization_24", 0, 0, {}]]], "name": "activation_24"}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_3", "trainable": true, "data_format": "channels_last", "pool_size": [3, 3], "padding": "same", "strides": [1, 1]}, "inbound_nodes": [[["mixed1", 0, 0, {}]]], "name": "average_pooling2d_3"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_20", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 64, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed1", 0, 0, {}]]], "name": "conv2d_20"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_22", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 64, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [5, 5]}, "inbound_nodes": [[["activation_21", 0, 0, {}]]], "name": "conv2d_22"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_25", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 96, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_24", 0, 0, {}]]], "name": "conv2d_25"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_26", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 64, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["average_pooling2d_3", 0, 0, {}]]], "name": "conv2d_26"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_20", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_20", 0, 0, {}]]], "name": "batch_normalization_20"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_22", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_22", 0, 0, {}]]], "name": "batch_normalization_22"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_25", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_25", 0, 0, {}]]], "name": "batch_normalization_25"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_26", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_26", 0, 0, {}]]], "name": "batch_normalization_26"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_20"}, "inbound_nodes": [[["batch_normalization_20", 0, 0, {}]]], "name": "activation_20"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_22"}, "inbound_nodes": [[["batch_normalization_22", 0, 0, {}]]], "name": "activation_22"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_25"}, "inbound_nodes": [[["batch_normalization_25", 0, 0, {}]]], "name": "activation_25"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_26"}, "inbound_nodes": [[["batch_normalization_26", 0, 0, {}]]], "name": "activation_26"}, {"class_name": "Concatenate", "config": {"trainable": true, "name": "mixed2", "axis": 3}, "inbound_nodes": [[["activation_20", 0, 0, {}], ["activation_22", 0, 0, {}], ["activation_25", 0, 0, {}], ["activation_26", 0, 0, {}]]], "name": "mixed2"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_28", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 64, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed2", 0, 0, {}]]], "name": "conv2d_28"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_28", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_28", 0, 0, {}]]], "name": "batch_normalization_28"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_28"}, "inbound_nodes": [[["batch_normalization_28", 0, 0, {}]]], "name": "activation_28"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_29", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 96, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_28", 0, 0, {}]]], "name": "conv2d_29"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_29", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_29", 0, 0, {}]]], "name": "batch_normalization_29"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_29"}, "inbound_nodes": [[["batch_normalization_29", 0, 0, {}]]], "name": "activation_29"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_27", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "valid", "strides": [2, 2], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 384, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["mixed2", 0, 0, {}]]], "name": "conv2d_27"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_30", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "valid", "strides": [2, 2], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 96, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_29", 0, 0, {}]]], "name": "conv2d_30"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_27", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_27", 0, 0, {}]]], "name": "batch_normalization_27"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_30", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_30", 0, 0, {}]]], "name": "batch_normalization_30"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_27"}, "inbound_nodes": [[["batch_normalization_27", 0, 0, {}]]], "name": "activation_27"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_30"}, "inbound_nodes": [[["batch_normalization_30", 0, 0, {}]]], "name": "activation_30"}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_3", "trainable": true, "data_format": "channels_last", "pool_size": [3, 3], "padding": "valid", "strides": [2, 2]}, "inbound_nodes": [[["mixed2", 0, 0, {}]]], "name": "max_pooling2d_3"}, {"class_name": "Concatenate", "config": {"trainable": true, "name": "mixed3", "axis": 3}, "inbound_nodes": [[["activation_27", 0, 0, {}], ["activation_30", 0, 0, {}], ["max_pooling2d_3", 0, 0, {}]]], "name": "mixed3"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_35", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 128, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed3", 0, 0, {}]]], "name": "conv2d_35"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_35", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_35", 0, 0, {}]]], "name": "batch_normalization_35"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_35"}, "inbound_nodes": [[["batch_normalization_35", 0, 0, {}]]], "name": "activation_35"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_36", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 128, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [7, 1]}, "inbound_nodes": [[["activation_35", 0, 0, {}]]], "name": "conv2d_36"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_36", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_36", 0, 0, {}]]], "name": "batch_normalization_36"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_36"}, "inbound_nodes": [[["batch_normalization_36", 0, 0, {}]]], "name": "activation_36"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_32", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 128, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed3", 0, 0, {}]]], "name": "conv2d_32"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_37", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 128, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 7]}, "inbound_nodes": [[["activation_36", 0, 0, {}]]], "name": "conv2d_37"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_32", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_32", 0, 0, {}]]], "name": "batch_normalization_32"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_37", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_37", 0, 0, {}]]], "name": "batch_normalization_37"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_32"}, "inbound_nodes": [[["batch_normalization_32", 0, 0, {}]]], "name": "activation_32"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_37"}, "inbound_nodes": [[["batch_normalization_37", 0, 0, {}]]], "name": "activation_37"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_33", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 128, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 7]}, "inbound_nodes": [[["activation_32", 0, 0, {}]]], "name": "conv2d_33"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_38", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 128, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [7, 1]}, "inbound_nodes": [[["activation_37", 0, 0, {}]]], "name": "conv2d_38"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_33", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_33", 0, 0, {}]]], "name": "batch_normalization_33"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_38", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_38", 0, 0, {}]]], "name": "batch_normalization_38"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_33"}, "inbound_nodes": [[["batch_normalization_33", 0, 0, {}]]], "name": "activation_33"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_38"}, "inbound_nodes": [[["batch_normalization_38", 0, 0, {}]]], "name": "activation_38"}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_4", "trainable": true, "data_format": "channels_last", "pool_size": [3, 3], "padding": "same", "strides": [1, 1]}, "inbound_nodes": [[["mixed3", 0, 0, {}]]], "name": "average_pooling2d_4"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_31", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed3", 0, 0, {}]]], "name": "conv2d_31"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_34", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [7, 1]}, "inbound_nodes": [[["activation_33", 0, 0, {}]]], "name": "conv2d_34"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_39", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 7]}, "inbound_nodes": [[["activation_38", 0, 0, {}]]], "name": "conv2d_39"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_40", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["average_pooling2d_4", 0, 0, {}]]], "name": "conv2d_40"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_31", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_31", 0, 0, {}]]], "name": "batch_normalization_31"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_34", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_34", 0, 0, {}]]], "name": "batch_normalization_34"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_39", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_39", 0, 0, {}]]], "name": "batch_normalization_39"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_40", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_40", 0, 0, {}]]], "name": "batch_normalization_40"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_31"}, "inbound_nodes": [[["batch_normalization_31", 0, 0, {}]]], "name": "activation_31"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_34"}, "inbound_nodes": [[["batch_normalization_34", 0, 0, {}]]], "name": "activation_34"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_39"}, "inbound_nodes": [[["batch_normalization_39", 0, 0, {}]]], "name": "activation_39"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_40"}, "inbound_nodes": [[["batch_normalization_40", 0, 0, {}]]], "name": "activation_40"}, {"class_name": "Concatenate", "config": {"trainable": true, "name": "mixed4", "axis": 3}, "inbound_nodes": [[["activation_31", 0, 0, {}], ["activation_34", 0, 0, {}], ["activation_39", 0, 0, {}], ["activation_40", 0, 0, {}]]], "name": "mixed4"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_45", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 160, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed4", 0, 0, {}]]], "name": "conv2d_45"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_45", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_45", 0, 0, {}]]], "name": "batch_normalization_45"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_45"}, "inbound_nodes": [[["batch_normalization_45", 0, 0, {}]]], "name": "activation_45"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_46", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 160, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [7, 1]}, "inbound_nodes": [[["activation_45", 0, 0, {}]]], "name": "conv2d_46"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_46", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_46", 0, 0, {}]]], "name": "batch_normalization_46"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_46"}, "inbound_nodes": [[["batch_normalization_46", 0, 0, {}]]], "name": "activation_46"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_42", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 160, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed4", 0, 0, {}]]], "name": "conv2d_42"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_47", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 160, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 7]}, "inbound_nodes": [[["activation_46", 0, 0, {}]]], "name": "conv2d_47"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_42", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_42", 0, 0, {}]]], "name": "batch_normalization_42"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_47", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_47", 0, 0, {}]]], "name": "batch_normalization_47"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_42"}, "inbound_nodes": [[["batch_normalization_42", 0, 0, {}]]], "name": "activation_42"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_47"}, "inbound_nodes": [[["batch_normalization_47", 0, 0, {}]]], "name": "activation_47"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_43", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 160, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 7]}, "inbound_nodes": [[["activation_42", 0, 0, {}]]], "name": "conv2d_43"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_48", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 160, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [7, 1]}, "inbound_nodes": [[["activation_47", 0, 0, {}]]], "name": "conv2d_48"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_43", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_43", 0, 0, {}]]], "name": "batch_normalization_43"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_48", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_48", 0, 0, {}]]], "name": "batch_normalization_48"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_43"}, "inbound_nodes": [[["batch_normalization_43", 0, 0, {}]]], "name": "activation_43"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_48"}, "inbound_nodes": [[["batch_normalization_48", 0, 0, {}]]], "name": "activation_48"}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_5", "trainable": true, "data_format": "channels_last", "pool_size": [3, 3], "padding": "same", "strides": [1, 1]}, "inbound_nodes": [[["mixed4", 0, 0, {}]]], "name": "average_pooling2d_5"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_41", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed4", 0, 0, {}]]], "name": "conv2d_41"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_44", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [7, 1]}, "inbound_nodes": [[["activation_43", 0, 0, {}]]], "name": "conv2d_44"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_49", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 7]}, "inbound_nodes": [[["activation_48", 0, 0, {}]]], "name": "conv2d_49"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_50", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["average_pooling2d_5", 0, 0, {}]]], "name": "conv2d_50"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_41", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_41", 0, 0, {}]]], "name": "batch_normalization_41"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_44", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_44", 0, 0, {}]]], "name": "batch_normalization_44"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_49", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_49", 0, 0, {}]]], "name": "batch_normalization_49"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_50", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_50", 0, 0, {}]]], "name": "batch_normalization_50"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_41"}, "inbound_nodes": [[["batch_normalization_41", 0, 0, {}]]], "name": "activation_41"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_44"}, "inbound_nodes": [[["batch_normalization_44", 0, 0, {}]]], "name": "activation_44"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_49"}, "inbound_nodes": [[["batch_normalization_49", 0, 0, {}]]], "name": "activation_49"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_50"}, "inbound_nodes": [[["batch_normalization_50", 0, 0, {}]]], "name": "activation_50"}, {"class_name": "Concatenate", "config": {"trainable": true, "name": "mixed5", "axis": 3}, "inbound_nodes": [[["activation_41", 0, 0, {}], ["activation_44", 0, 0, {}], ["activation_49", 0, 0, {}], ["activation_50", 0, 0, {}]]], "name": "mixed5"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_55", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 160, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed5", 0, 0, {}]]], "name": "conv2d_55"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_55", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_55", 0, 0, {}]]], "name": "batch_normalization_55"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_55"}, "inbound_nodes": [[["batch_normalization_55", 0, 0, {}]]], "name": "activation_55"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_56", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 160, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [7, 1]}, "inbound_nodes": [[["activation_55", 0, 0, {}]]], "name": "conv2d_56"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_56", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_56", 0, 0, {}]]], "name": "batch_normalization_56"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_56"}, "inbound_nodes": [[["batch_normalization_56", 0, 0, {}]]], "name": "activation_56"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_52", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 160, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed5", 0, 0, {}]]], "name": "conv2d_52"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_57", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 160, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 7]}, "inbound_nodes": [[["activation_56", 0, 0, {}]]], "name": "conv2d_57"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_52", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_52", 0, 0, {}]]], "name": "batch_normalization_52"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_57", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_57", 0, 0, {}]]], "name": "batch_normalization_57"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_52"}, "inbound_nodes": [[["batch_normalization_52", 0, 0, {}]]], "name": "activation_52"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_57"}, "inbound_nodes": [[["batch_normalization_57", 0, 0, {}]]], "name": "activation_57"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_53", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 160, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 7]}, "inbound_nodes": [[["activation_52", 0, 0, {}]]], "name": "conv2d_53"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_58", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 160, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [7, 1]}, "inbound_nodes": [[["activation_57", 0, 0, {}]]], "name": "conv2d_58"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_53", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_53", 0, 0, {}]]], "name": "batch_normalization_53"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_58", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_58", 0, 0, {}]]], "name": "batch_normalization_58"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_53"}, "inbound_nodes": [[["batch_normalization_53", 0, 0, {}]]], "name": "activation_53"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_58"}, "inbound_nodes": [[["batch_normalization_58", 0, 0, {}]]], "name": "activation_58"}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_6", "trainable": true, "data_format": "channels_last", "pool_size": [3, 3], "padding": "same", "strides": [1, 1]}, "inbound_nodes": [[["mixed5", 0, 0, {}]]], "name": "average_pooling2d_6"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_51", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed5", 0, 0, {}]]], "name": "conv2d_51"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_54", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [7, 1]}, "inbound_nodes": [[["activation_53", 0, 0, {}]]], "name": "conv2d_54"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_59", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 7]}, "inbound_nodes": [[["activation_58", 0, 0, {}]]], "name": "conv2d_59"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_60", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["average_pooling2d_6", 0, 0, {}]]], "name": "conv2d_60"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_51", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_51", 0, 0, {}]]], "name": "batch_normalization_51"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_54", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_54", 0, 0, {}]]], "name": "batch_normalization_54"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_59", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_59", 0, 0, {}]]], "name": "batch_normalization_59"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_60", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_60", 0, 0, {}]]], "name": "batch_normalization_60"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_51"}, "inbound_nodes": [[["batch_normalization_51", 0, 0, {}]]], "name": "activation_51"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_54"}, "inbound_nodes": [[["batch_normalization_54", 0, 0, {}]]], "name": "activation_54"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_59"}, "inbound_nodes": [[["batch_normalization_59", 0, 0, {}]]], "name": "activation_59"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_60"}, "inbound_nodes": [[["batch_normalization_60", 0, 0, {}]]], "name": "activation_60"}, {"class_name": "Concatenate", "config": {"trainable": true, "name": "mixed6", "axis": 3}, "inbound_nodes": [[["activation_51", 0, 0, {}], ["activation_54", 0, 0, {}], ["activation_59", 0, 0, {}], ["activation_60", 0, 0, {}]]], "name": "mixed6"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_65", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed6", 0, 0, {}]]], "name": "conv2d_65"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_65", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_65", 0, 0, {}]]], "name": "batch_normalization_65"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_65"}, "inbound_nodes": [[["batch_normalization_65", 0, 0, {}]]], "name": "activation_65"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_66", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [7, 1]}, "inbound_nodes": [[["activation_65", 0, 0, {}]]], "name": "conv2d_66"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_66", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_66", 0, 0, {}]]], "name": "batch_normalization_66"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_66"}, "inbound_nodes": [[["batch_normalization_66", 0, 0, {}]]], "name": "activation_66"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_62", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed6", 0, 0, {}]]], "name": "conv2d_62"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_67", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 7]}, "inbound_nodes": [[["activation_66", 0, 0, {}]]], "name": "conv2d_67"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_62", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_62", 0, 0, {}]]], "name": "batch_normalization_62"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_67", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_67", 0, 0, {}]]], "name": "batch_normalization_67"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_62"}, "inbound_nodes": [[["batch_normalization_62", 0, 0, {}]]], "name": "activation_62"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_67"}, "inbound_nodes": [[["batch_normalization_67", 0, 0, {}]]], "name": "activation_67"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_63", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 7]}, "inbound_nodes": [[["activation_62", 0, 0, {}]]], "name": "conv2d_63"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_68", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [7, 1]}, "inbound_nodes": [[["activation_67", 0, 0, {}]]], "name": "conv2d_68"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_63", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_63", 0, 0, {}]]], "name": "batch_normalization_63"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_68", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_68", 0, 0, {}]]], "name": "batch_normalization_68"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_63"}, "inbound_nodes": [[["batch_normalization_63", 0, 0, {}]]], "name": "activation_63"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_68"}, "inbound_nodes": [[["batch_normalization_68", 0, 0, {}]]], "name": "activation_68"}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_7", "trainable": true, "data_format": "channels_last", "pool_size": [3, 3], "padding": "same", "strides": [1, 1]}, "inbound_nodes": [[["mixed6", 0, 0, {}]]], "name": "average_pooling2d_7"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_61", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed6", 0, 0, {}]]], "name": "conv2d_61"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_64", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [7, 1]}, "inbound_nodes": [[["activation_63", 0, 0, {}]]], "name": "conv2d_64"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_69", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 7]}, "inbound_nodes": [[["activation_68", 0, 0, {}]]], "name": "conv2d_69"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_70", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["average_pooling2d_7", 0, 0, {}]]], "name": "conv2d_70"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_61", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_61", 0, 0, {}]]], "name": "batch_normalization_61"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_64", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_64", 0, 0, {}]]], "name": "batch_normalization_64"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_69", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_69", 0, 0, {}]]], "name": "batch_normalization_69"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_70", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_70", 0, 0, {}]]], "name": "batch_normalization_70"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_61"}, "inbound_nodes": [[["batch_normalization_61", 0, 0, {}]]], "name": "activation_61"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_64"}, "inbound_nodes": [[["batch_normalization_64", 0, 0, {}]]], "name": "activation_64"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_69"}, "inbound_nodes": [[["batch_normalization_69", 0, 0, {}]]], "name": "activation_69"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_70"}, "inbound_nodes": [[["batch_normalization_70", 0, 0, {}]]], "name": "activation_70"}, {"class_name": "Concatenate", "config": {"trainable": true, "name": "mixed7", "axis": 3}, "inbound_nodes": [[["activation_61", 0, 0, {}], ["activation_64", 0, 0, {}], ["activation_69", 0, 0, {}], ["activation_70", 0, 0, {}]]], "name": "mixed7"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_73", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed7", 0, 0, {}]]], "name": "conv2d_73"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_73", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_73", 0, 0, {}]]], "name": "batch_normalization_73"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_73"}, "inbound_nodes": [[["batch_normalization_73", 0, 0, {}]]], "name": "activation_73"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_74", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 7]}, "inbound_nodes": [[["activation_73", 0, 0, {}]]], "name": "conv2d_74"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_74", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_74", 0, 0, {}]]], "name": "batch_normalization_74"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_74"}, "inbound_nodes": [[["batch_normalization_74", 0, 0, {}]]], "name": "activation_74"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_71", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed7", 0, 0, {}]]], "name": "conv2d_71"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_75", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [7, 1]}, "inbound_nodes": [[["activation_74", 0, 0, {}]]], "name": "conv2d_75"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_71", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_71", 0, 0, {}]]], "name": "batch_normalization_71"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_75", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_75", 0, 0, {}]]], "name": "batch_normalization_75"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_71"}, "inbound_nodes": [[["batch_normalization_71", 0, 0, {}]]], "name": "activation_71"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_75"}, "inbound_nodes": [[["batch_normalization_75", 0, 0, {}]]], "name": "activation_75"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_72", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "valid", "strides": [2, 2], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 320, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_71", 0, 0, {}]]], "name": "conv2d_72"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_76", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "valid", "strides": [2, 2], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_75", 0, 0, {}]]], "name": "conv2d_76"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_72", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_72", 0, 0, {}]]], "name": "batch_normalization_72"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_76", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_76", 0, 0, {}]]], "name": "batch_normalization_76"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_72"}, "inbound_nodes": [[["batch_normalization_72", 0, 0, {}]]], "name": "activation_72"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_76"}, "inbound_nodes": [[["batch_normalization_76", 0, 0, {}]]], "name": "activation_76"}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_4", "trainable": true, "data_format": "channels_last", "pool_size": [3, 3], "padding": "valid", "strides": [2, 2]}, "inbound_nodes": [[["mixed7", 0, 0, {}]]], "name": "max_pooling2d_4"}, {"class_name": "Concatenate", "config": {"trainable": true, "name": "mixed8", "axis": 3}, "inbound_nodes": [[["activation_72", 0, 0, {}], ["activation_76", 0, 0, {}], ["max_pooling2d_4", 0, 0, {}]]], "name": "mixed8"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_81", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 448, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed8", 0, 0, {}]]], "name": "conv2d_81"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_81", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_81", 0, 0, {}]]], "name": "batch_normalization_81"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_81"}, "inbound_nodes": [[["batch_normalization_81", 0, 0, {}]]], "name": "activation_81"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_78", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 384, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed8", 0, 0, {}]]], "name": "conv2d_78"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_82", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 384, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_81", 0, 0, {}]]], "name": "conv2d_82"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_78", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_78", 0, 0, {}]]], "name": "batch_normalization_78"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_82", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_82", 0, 0, {}]]], "name": "batch_normalization_82"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_78"}, "inbound_nodes": [[["batch_normalization_78", 0, 0, {}]]], "name": "activation_78"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_82"}, "inbound_nodes": [[["batch_normalization_82", 0, 0, {}]]], "name": "activation_82"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_79", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 384, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 3]}, "inbound_nodes": [[["activation_78", 0, 0, {}]]], "name": "conv2d_79"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_80", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 384, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 1]}, "inbound_nodes": [[["activation_78", 0, 0, {}]]], "name": "conv2d_80"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_83", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 384, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 3]}, "inbound_nodes": [[["activation_82", 0, 0, {}]]], "name": "conv2d_83"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_84", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 384, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 1]}, "inbound_nodes": [[["activation_82", 0, 0, {}]]], "name": "conv2d_84"}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_8", "trainable": true, "data_format": "channels_last", "pool_size": [3, 3], "padding": "same", "strides": [1, 1]}, "inbound_nodes": [[["mixed8", 0, 0, {}]]], "name": "average_pooling2d_8"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_77", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 320, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed8", 0, 0, {}]]], "name": "conv2d_77"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_79", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_79", 0, 0, {}]]], "name": "batch_normalization_79"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_80", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_80", 0, 0, {}]]], "name": "batch_normalization_80"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_83", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_83", 0, 0, {}]]], "name": "batch_normalization_83"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_84", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_84", 0, 0, {}]]], "name": "batch_normalization_84"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_85", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["average_pooling2d_8", 0, 0, {}]]], "name": "conv2d_85"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_77", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_77", 0, 0, {}]]], "name": "batch_normalization_77"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_79"}, "inbound_nodes": [[["batch_normalization_79", 0, 0, {}]]], "name": "activation_79"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_80"}, "inbound_nodes": [[["batch_normalization_80", 0, 0, {}]]], "name": "activation_80"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_83"}, "inbound_nodes": [[["batch_normalization_83", 0, 0, {}]]], "name": "activation_83"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_84"}, "inbound_nodes": [[["batch_normalization_84", 0, 0, {}]]], "name": "activation_84"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_85", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_85", 0, 0, {}]]], "name": "batch_normalization_85"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_77"}, "inbound_nodes": [[["batch_normalization_77", 0, 0, {}]]], "name": "activation_77"}, {"class_name": "Concatenate", "config": {"trainable": true, "name": "mixed9_0", "axis": 3}, "inbound_nodes": [[["activation_79", 0, 0, {}], ["activation_80", 0, 0, {}]]], "name": "mixed9_0"}, {"class_name": "Concatenate", "config": {"trainable": true, "name": "concatenate_1", "axis": 3}, "inbound_nodes": [[["activation_83", 0, 0, {}], ["activation_84", 0, 0, {}]]], "name": "concatenate_1"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_85"}, "inbound_nodes": [[["batch_normalization_85", 0, 0, {}]]], "name": "activation_85"}, {"class_name": "Concatenate", "config": {"trainable": true, "name": "mixed9", "axis": 3}, "inbound_nodes": [[["activation_77", 0, 0, {}], ["mixed9_0", 0, 0, {}], ["concatenate_1", 0, 0, {}], ["activation_85", 0, 0, {}]]], "name": "mixed9"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_90", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 448, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed9", 0, 0, {}]]], "name": "conv2d_90"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_90", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_90", 0, 0, {}]]], "name": "batch_normalization_90"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_90"}, "inbound_nodes": [[["batch_normalization_90", 0, 0, {}]]], "name": "activation_90"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_87", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 384, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed9", 0, 0, {}]]], "name": "conv2d_87"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_91", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 384, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 3]}, "inbound_nodes": [[["activation_90", 0, 0, {}]]], "name": "conv2d_91"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_87", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_87", 0, 0, {}]]], "name": "batch_normalization_87"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_91", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_91", 0, 0, {}]]], "name": "batch_normalization_91"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_87"}, "inbound_nodes": [[["batch_normalization_87", 0, 0, {}]]], "name": "activation_87"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_91"}, "inbound_nodes": [[["batch_normalization_91", 0, 0, {}]]], "name": "activation_91"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_88", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 384, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 3]}, "inbound_nodes": [[["activation_87", 0, 0, {}]]], "name": "conv2d_88"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_89", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 384, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 1]}, "inbound_nodes": [[["activation_87", 0, 0, {}]]], "name": "conv2d_89"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_92", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 384, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 3]}, "inbound_nodes": [[["activation_91", 0, 0, {}]]], "name": "conv2d_92"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_93", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 384, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [3, 1]}, "inbound_nodes": [[["activation_91", 0, 0, {}]]], "name": "conv2d_93"}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_9", "trainable": true, "data_format": "channels_last", "pool_size": [3, 3], "padding": "same", "strides": [1, 1]}, "inbound_nodes": [[["mixed9", 0, 0, {}]]], "name": "average_pooling2d_9"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_86", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 320, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["mixed9", 0, 0, {}]]], "name": "conv2d_86"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_88", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_88", 0, 0, {}]]], "name": "batch_normalization_88"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_89", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_89", 0, 0, {}]]], "name": "batch_normalization_89"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_92", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_92", 0, 0, {}]]], "name": "batch_normalization_92"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_93", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_93", 0, 0, {}]]], "name": "batch_normalization_93"}, {"class_name": "Conv2D", "config": {"kernel_constraint": null, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "conv2d_94", "bias_regularizer": null, "bias_constraint": null, "activation": "linear", "trainable": true, "data_format": "channels_last", "padding": "same", "strides": [1, 1], "dilation_rate": [1, 1], "kernel_regularizer": null, "filters": 192, "bias_initializer": {"class_name": "Zeros", "config": {}}, "use_bias": false, "activity_regularizer": null, "kernel_size": [1, 1]}, "inbound_nodes": [[["average_pooling2d_9", 0, 0, {}]]], "name": "conv2d_94"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_86", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_86", 0, 0, {}]]], "name": "batch_normalization_86"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_88"}, "inbound_nodes": [[["batch_normalization_88", 0, 0, {}]]], "name": "activation_88"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_89"}, "inbound_nodes": [[["batch_normalization_89", 0, 0, {}]]], "name": "activation_89"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_92"}, "inbound_nodes": [[["batch_normalization_92", 0, 0, {}]]], "name": "activation_92"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_93"}, "inbound_nodes": [[["batch_normalization_93", 0, 0, {}]]], "name": "activation_93"}, {"class_name": "BatchNormalization", "config": {"beta_constraint": null, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "name": "batch_normalization_94", "epsilon": 0.001, "trainable": true, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_initializer": {"class_name": "Zeros", "config": {}}, "scale": false, "axis": 3, "gamma_constraint": null, "gamma_regularizer": null, "beta_regularizer": null, "momentum": 0.99, "center": true}, "inbound_nodes": [[["conv2d_94", 0, 0, {}]]], "name": "batch_normalization_94"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_86"}, "inbound_nodes": [[["batch_normalization_86", 0, 0, {}]]], "name": "activation_86"}, {"class_name": "Concatenate", "config": {"trainable": true, "name": "mixed9_1", "axis": 3}, "inbound_nodes": [[["activation_88", 0, 0, {}], ["activation_89", 0, 0, {}]]], "name": "mixed9_1"}, {"class_name": "Concatenate", "config": {"trainable": true, "name": "concatenate_2", "axis": 3}, "inbound_nodes": [[["activation_92", 0, 0, {}], ["activation_93", 0, 0, {}]]], "name": "concatenate_2"}, {"class_name": "Activation", "config": {"activation": "relu", "trainable": true, "name": "activation_94"}, "inbound_nodes": [[["batch_normalization_94", 0, 0, {}]]], "name": "activation_94"}, {"class_name": "Concatenate", "config": {"trainable": true, "name": "mixed10", "axis": 3}, "inbound_nodes": [[["activation_86", 0, 0, {}], ["mixed9_1", 0, 0, {}], ["concatenate_2", 0, 0, {}], ["activation_94", 0, 0, {}]]], "name": "mixed10"}, {"class_name": "GlobalAveragePooling2D", "config": {"trainable": true, "name": "global_average_pooling2d_1", "data_format": "channels_last"}, "inbound_nodes": [[["mixed10", 0, 0, {}]]], "name": "global_average_pooling2d_1"}, {"class_name": "Dense", "config": {"kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "dense_1", "kernel_constraint": null, "bias_regularizer": null, "bias_constraint": null, "activation": "relu", "trainable": true, "kernel_regularizer": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "units": 1024, "use_bias": true, "activity_regularizer": null}, "inbound_nodes": [[["global_average_pooling2d_1", 0, 0, {}]]], "name": "dense_1"}, {"class_name": "Dense", "config": {"kernel_initializer": {"class_name": "VarianceScaling", "config": {"distribution": "uniform", "scale": 1.0, "seed": null, "mode": "fan_avg"}}, "name": "dense_2", "kernel_constraint": null, "bias_regularizer": null, "bias_constraint": null, "activation": "softmax", "trainable": true, "kernel_regularizer": null, "bias_initializer": {"class_name": "Zeros", "config": {}}, "units": 7, "use_bias": true, "activity_regularizer": null}, "inbound_nodes": [[["dense_1", 0, 0, {}]]], "name": "dense_2"}], "input_layers": [["input_1", 0, 0]], "output_layers": [["dense_2", 0, 0]], "name": "model_1"}, "backend": "tensorflow"}