diff --git "a/config.json" "b/config.json" new file mode 100644--- /dev/null +++ "b/config.json" @@ -0,0 +1,11155 @@ +{ + "class_name": "Functional", + "config": { + "name": "model", + "trainable": true, + "layers": [ + { + "class_name": "InputLayer", + "config": { + "batch_input_shape": [ + null, + 255, + 906, + 3 + ], + "dtype": "float32", + "sparse": false, + "ragged": false, + "name": "input_1" + }, + "name": "input_1", + "inbound_nodes": [] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d", + "trainable": false, + "dtype": "float32", + "filters": 32, + "kernel_size": [ + 3, + 3 + ], + "strides": [ + 2, + 2 + ], + "padding": "valid", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d", + "inbound_nodes": [ + [ + [ + "input_1", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization", + "inbound_nodes": [ + [ + [ + "conv2d", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation", + "inbound_nodes": [ + [ + [ + "batch_normalization", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_1", + "trainable": false, + "dtype": "float32", + "filters": 32, + "kernel_size": [ + 3, + 3 + ], + "strides": [ + 1, + 1 + ], + "padding": "valid", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_1", + "inbound_nodes": [ + [ + [ + "activation", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_1", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_1", + "inbound_nodes": [ + [ + [ + "conv2d_1", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_1", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_1", + "inbound_nodes": [ + [ + [ + "batch_normalization_1", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_2", + "trainable": false, + "dtype": "float32", + "filters": 64, + "kernel_size": [ + 3, + 3 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_2", + "inbound_nodes": [ + [ + [ + "activation_1", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_2", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_2", + "inbound_nodes": [ + [ + [ + "conv2d_2", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_2", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_2", + "inbound_nodes": [ + [ + [ + "batch_normalization_2", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "MaxPooling2D", + "config": { + "name": "max_pooling2d", + "trainable": false, + "dtype": "float32", + "pool_size": [ + 3, + 3 + ], + "padding": "valid", + "strides": [ + 2, + 2 + ], + "data_format": "channels_last" + }, + "name": "max_pooling2d", + "inbound_nodes": [ + [ + [ + "activation_2", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_3", + "trainable": false, + "dtype": "float32", + "filters": 80, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "valid", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_3", + "inbound_nodes": [ + [ + [ + "max_pooling2d", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_3", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_3", + "inbound_nodes": [ + [ + [ + "conv2d_3", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_3", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_3", + "inbound_nodes": [ + [ + [ + "batch_normalization_3", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_4", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 3, + 3 + ], + "strides": [ + 1, + 1 + ], + "padding": "valid", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_4", + "inbound_nodes": [ + [ + [ + "activation_3", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_4", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_4", + "inbound_nodes": [ + [ + [ + "conv2d_4", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_4", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_4", + "inbound_nodes": [ + [ + [ + "batch_normalization_4", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "MaxPooling2D", + "config": { + "name": "max_pooling2d_1", + "trainable": false, + "dtype": "float32", + "pool_size": [ + 3, + 3 + ], + "padding": "valid", + "strides": [ + 2, + 2 + ], + "data_format": "channels_last" + }, + "name": "max_pooling2d_1", + "inbound_nodes": [ + [ + [ + "activation_4", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_8", + "trainable": false, + "dtype": "float32", + "filters": 64, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_8", + "inbound_nodes": [ + [ + [ + "max_pooling2d_1", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_8", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_8", + "inbound_nodes": [ + [ + [ + "conv2d_8", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_8", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_8", + "inbound_nodes": [ + [ + [ + "batch_normalization_8", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_6", + "trainable": false, + "dtype": "float32", + "filters": 48, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_6", + "inbound_nodes": [ + [ + [ + "max_pooling2d_1", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_9", + "trainable": false, + "dtype": "float32", + "filters": 96, + "kernel_size": [ + 3, + 3 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_9", + "inbound_nodes": [ + [ + [ + "activation_8", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_6", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_6", + "inbound_nodes": [ + [ + [ + "conv2d_6", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_9", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_9", + "inbound_nodes": [ + [ + [ + "conv2d_9", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_6", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_6", + "inbound_nodes": [ + [ + [ + "batch_normalization_6", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_9", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_9", + "inbound_nodes": [ + [ + [ + "batch_normalization_9", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "AveragePooling2D", + "config": { + "name": "average_pooling2d", + "trainable": false, + "dtype": "float32", + "pool_size": [ + 3, + 3 + ], + "padding": "same", + "strides": [ + 1, + 1 + ], + "data_format": "channels_last" + }, + "name": "average_pooling2d", + "inbound_nodes": [ + [ + [ + "max_pooling2d_1", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_5", + "trainable": false, + "dtype": "float32", + "filters": 64, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_5", + "inbound_nodes": [ + [ + [ + "max_pooling2d_1", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_7", + "trainable": false, + "dtype": "float32", + "filters": 64, + "kernel_size": [ + 5, + 5 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_7", + "inbound_nodes": [ + [ + [ + "activation_6", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_10", + "trainable": false, + "dtype": "float32", + "filters": 96, + "kernel_size": [ + 3, + 3 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_10", + "inbound_nodes": [ + [ + [ + "activation_9", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_11", + "trainable": false, + "dtype": "float32", + "filters": 32, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_11", + "inbound_nodes": [ + [ + [ + "average_pooling2d", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_5", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_5", + "inbound_nodes": [ + [ + [ + "conv2d_5", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_7", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_7", + "inbound_nodes": [ + [ + [ + "conv2d_7", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_10", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_10", + "inbound_nodes": [ + [ + [ + "conv2d_10", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_11", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_11", + "inbound_nodes": [ + [ + [ + "conv2d_11", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_5", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_5", + "inbound_nodes": [ + [ + [ + "batch_normalization_5", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_7", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_7", + "inbound_nodes": [ + [ + [ + "batch_normalization_7", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_10", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_10", + "inbound_nodes": [ + [ + [ + "batch_normalization_10", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_11", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_11", + "inbound_nodes": [ + [ + [ + "batch_normalization_11", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Concatenate", + "config": { + "name": "mixed0", + "trainable": false, + "dtype": "float32", + "axis": 3 + }, + "name": "mixed0", + "inbound_nodes": [ + [ + [ + "activation_5", + 0, + 0, + {} + ], + [ + "activation_7", + 0, + 0, + {} + ], + [ + "activation_10", + 0, + 0, + {} + ], + [ + "activation_11", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_15", + "trainable": false, + "dtype": "float32", + "filters": 64, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_15", + "inbound_nodes": [ + [ + [ + "mixed0", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_15", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_15", + "inbound_nodes": [ + [ + [ + "conv2d_15", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_15", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_15", + "inbound_nodes": [ + [ + [ + "batch_normalization_15", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_13", + "trainable": false, + "dtype": "float32", + "filters": 48, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_13", + "inbound_nodes": [ + [ + [ + "mixed0", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_16", + "trainable": false, + "dtype": "float32", + "filters": 96, + "kernel_size": [ + 3, + 3 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_16", + "inbound_nodes": [ + [ + [ + "activation_15", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_13", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_13", + "inbound_nodes": [ + [ + [ + "conv2d_13", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_16", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_16", + "inbound_nodes": [ + [ + [ + "conv2d_16", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_13", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_13", + "inbound_nodes": [ + [ + [ + "batch_normalization_13", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_16", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_16", + "inbound_nodes": [ + [ + [ + "batch_normalization_16", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "AveragePooling2D", + "config": { + "name": "average_pooling2d_1", + "trainable": false, + "dtype": "float32", + "pool_size": [ + 3, + 3 + ], + "padding": "same", + "strides": [ + 1, + 1 + ], + "data_format": "channels_last" + }, + "name": "average_pooling2d_1", + "inbound_nodes": [ + [ + [ + "mixed0", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_12", + "trainable": false, + "dtype": "float32", + "filters": 64, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_12", + "inbound_nodes": [ + [ + [ + "mixed0", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_14", + "trainable": false, + "dtype": "float32", + "filters": 64, + "kernel_size": [ + 5, + 5 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_14", + "inbound_nodes": [ + [ + [ + "activation_13", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_17", + "trainable": false, + "dtype": "float32", + "filters": 96, + "kernel_size": [ + 3, + 3 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_17", + "inbound_nodes": [ + [ + [ + "activation_16", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_18", + "trainable": false, + "dtype": "float32", + "filters": 64, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_18", + "inbound_nodes": [ + [ + [ + "average_pooling2d_1", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_12", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_12", + "inbound_nodes": [ + [ + [ + "conv2d_12", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_14", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_14", + "inbound_nodes": [ + [ + [ + "conv2d_14", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_17", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_17", + "inbound_nodes": [ + [ + [ + "conv2d_17", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_18", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_18", + "inbound_nodes": [ + [ + [ + "conv2d_18", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_12", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_12", + "inbound_nodes": [ + [ + [ + "batch_normalization_12", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_14", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_14", + "inbound_nodes": [ + [ + [ + "batch_normalization_14", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_17", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_17", + "inbound_nodes": [ + [ + [ + "batch_normalization_17", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_18", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_18", + "inbound_nodes": [ + [ + [ + "batch_normalization_18", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Concatenate", + "config": { + "name": "mixed1", + "trainable": false, + "dtype": "float32", + "axis": 3 + }, + "name": "mixed1", + "inbound_nodes": [ + [ + [ + "activation_12", + 0, + 0, + {} + ], + [ + "activation_14", + 0, + 0, + {} + ], + [ + "activation_17", + 0, + 0, + {} + ], + [ + "activation_18", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_22", + "trainable": false, + "dtype": "float32", + "filters": 64, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_22", + "inbound_nodes": [ + [ + [ + "mixed1", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_22", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_22", + "inbound_nodes": [ + [ + [ + "conv2d_22", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_22", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_22", + "inbound_nodes": [ + [ + [ + "batch_normalization_22", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_20", + "trainable": false, + "dtype": "float32", + "filters": 48, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_20", + "inbound_nodes": [ + [ + [ + "mixed1", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_23", + "trainable": false, + "dtype": "float32", + "filters": 96, + "kernel_size": [ + 3, + 3 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_23", + "inbound_nodes": [ + [ + [ + "activation_22", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_20", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_20", + "inbound_nodes": [ + [ + [ + "conv2d_20", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_23", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_23", + "inbound_nodes": [ + [ + [ + "conv2d_23", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_20", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_20", + "inbound_nodes": [ + [ + [ + "batch_normalization_20", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_23", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_23", + "inbound_nodes": [ + [ + [ + "batch_normalization_23", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "AveragePooling2D", + "config": { + "name": "average_pooling2d_2", + "trainable": false, + "dtype": "float32", + "pool_size": [ + 3, + 3 + ], + "padding": "same", + "strides": [ + 1, + 1 + ], + "data_format": "channels_last" + }, + "name": "average_pooling2d_2", + "inbound_nodes": [ + [ + [ + "mixed1", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_19", + "trainable": false, + "dtype": "float32", + "filters": 64, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_19", + "inbound_nodes": [ + [ + [ + "mixed1", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_21", + "trainable": false, + "dtype": "float32", + "filters": 64, + "kernel_size": [ + 5, + 5 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_21", + "inbound_nodes": [ + [ + [ + "activation_20", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_24", + "trainable": false, + "dtype": "float32", + "filters": 96, + "kernel_size": [ + 3, + 3 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_24", + "inbound_nodes": [ + [ + [ + "activation_23", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_25", + "trainable": false, + "dtype": "float32", + "filters": 64, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_25", + "inbound_nodes": [ + [ + [ + "average_pooling2d_2", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_19", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_19", + "inbound_nodes": [ + [ + [ + "conv2d_19", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_21", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_21", + "inbound_nodes": [ + [ + [ + "conv2d_21", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_24", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_24", + "inbound_nodes": [ + [ + [ + "conv2d_24", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_25", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_25", + "inbound_nodes": [ + [ + [ + "conv2d_25", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_19", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_19", + "inbound_nodes": [ + [ + [ + "batch_normalization_19", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_21", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_21", + "inbound_nodes": [ + [ + [ + "batch_normalization_21", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_24", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_24", + "inbound_nodes": [ + [ + [ + "batch_normalization_24", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_25", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_25", + "inbound_nodes": [ + [ + [ + "batch_normalization_25", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Concatenate", + "config": { + "name": "mixed2", + "trainable": false, + "dtype": "float32", + "axis": 3 + }, + "name": "mixed2", + "inbound_nodes": [ + [ + [ + "activation_19", + 0, + 0, + {} + ], + [ + "activation_21", + 0, + 0, + {} + ], + [ + "activation_24", + 0, + 0, + {} + ], + [ + "activation_25", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_27", + "trainable": false, + "dtype": "float32", + "filters": 64, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_27", + "inbound_nodes": [ + [ + [ + "mixed2", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_27", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_27", + "inbound_nodes": [ + [ + [ + "conv2d_27", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_27", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_27", + "inbound_nodes": [ + [ + [ + "batch_normalization_27", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_28", + "trainable": false, + "dtype": "float32", + "filters": 96, + "kernel_size": [ + 3, + 3 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_28", + "inbound_nodes": [ + [ + [ + "activation_27", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_28", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_28", + "inbound_nodes": [ + [ + [ + "conv2d_28", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_28", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_28", + "inbound_nodes": [ + [ + [ + "batch_normalization_28", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_26", + "trainable": false, + "dtype": "float32", + "filters": 384, + "kernel_size": [ + 3, + 3 + ], + "strides": [ + 2, + 2 + ], + "padding": "valid", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_26", + "inbound_nodes": [ + [ + [ + "mixed2", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_29", + "trainable": false, + "dtype": "float32", + "filters": 96, + "kernel_size": [ + 3, + 3 + ], + "strides": [ + 2, + 2 + ], + "padding": "valid", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_29", + "inbound_nodes": [ + [ + [ + "activation_28", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_26", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_26", + "inbound_nodes": [ + [ + [ + "conv2d_26", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_29", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_29", + "inbound_nodes": [ + [ + [ + "conv2d_29", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_26", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_26", + "inbound_nodes": [ + [ + [ + "batch_normalization_26", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_29", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_29", + "inbound_nodes": [ + [ + [ + "batch_normalization_29", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "MaxPooling2D", + "config": { + "name": "max_pooling2d_2", + "trainable": false, + "dtype": "float32", + "pool_size": [ + 3, + 3 + ], + "padding": "valid", + "strides": [ + 2, + 2 + ], + "data_format": "channels_last" + }, + "name": "max_pooling2d_2", + "inbound_nodes": [ + [ + [ + "mixed2", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Concatenate", + "config": { + "name": "mixed3", + "trainable": false, + "dtype": "float32", + "axis": 3 + }, + "name": "mixed3", + "inbound_nodes": [ + [ + [ + "activation_26", + 0, + 0, + {} + ], + [ + "activation_29", + 0, + 0, + {} + ], + [ + "max_pooling2d_2", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_34", + "trainable": false, + "dtype": "float32", + "filters": 128, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_34", + "inbound_nodes": [ + [ + [ + "mixed3", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_34", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_34", + "inbound_nodes": [ + [ + [ + "conv2d_34", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_34", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_34", + "inbound_nodes": [ + [ + [ + "batch_normalization_34", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_35", + "trainable": false, + "dtype": "float32", + "filters": 128, + "kernel_size": [ + 7, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_35", + "inbound_nodes": [ + [ + [ + "activation_34", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_35", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_35", + "inbound_nodes": [ + [ + [ + "conv2d_35", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_35", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_35", + "inbound_nodes": [ + [ + [ + "batch_normalization_35", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_31", + "trainable": false, + "dtype": "float32", + "filters": 128, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_31", + "inbound_nodes": [ + [ + [ + "mixed3", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_36", + "trainable": false, + "dtype": "float32", + "filters": 128, + "kernel_size": [ + 1, + 7 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_36", + "inbound_nodes": [ + [ + [ + "activation_35", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_31", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_31", + "inbound_nodes": [ + [ + [ + "conv2d_31", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_36", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_36", + "inbound_nodes": [ + [ + [ + "conv2d_36", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_31", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_31", + "inbound_nodes": [ + [ + [ + "batch_normalization_31", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_36", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_36", + "inbound_nodes": [ + [ + [ + "batch_normalization_36", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_32", + "trainable": false, + "dtype": "float32", + "filters": 128, + "kernel_size": [ + 1, + 7 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_32", + "inbound_nodes": [ + [ + [ + "activation_31", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_37", + "trainable": false, + "dtype": "float32", + "filters": 128, + "kernel_size": [ + 7, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_37", + "inbound_nodes": [ + [ + [ + "activation_36", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_32", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_32", + "inbound_nodes": [ + [ + [ + "conv2d_32", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_37", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_37", + "inbound_nodes": [ + [ + [ + "conv2d_37", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_32", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_32", + "inbound_nodes": [ + [ + [ + "batch_normalization_32", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_37", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_37", + "inbound_nodes": [ + [ + [ + "batch_normalization_37", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "AveragePooling2D", + "config": { + "name": "average_pooling2d_3", + "trainable": false, + "dtype": "float32", + "pool_size": [ + 3, + 3 + ], + "padding": "same", + "strides": [ + 1, + 1 + ], + "data_format": "channels_last" + }, + "name": "average_pooling2d_3", + "inbound_nodes": [ + [ + [ + "mixed3", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_30", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_30", + "inbound_nodes": [ + [ + [ + "mixed3", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_33", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 7, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_33", + "inbound_nodes": [ + [ + [ + "activation_32", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_38", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 7 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_38", + "inbound_nodes": [ + [ + [ + "activation_37", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_39", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_39", + "inbound_nodes": [ + [ + [ + "average_pooling2d_3", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_30", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_30", + "inbound_nodes": [ + [ + [ + "conv2d_30", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_33", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_33", + "inbound_nodes": [ + [ + [ + "conv2d_33", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_38", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_38", + "inbound_nodes": [ + [ + [ + "conv2d_38", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_39", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_39", + "inbound_nodes": [ + [ + [ + "conv2d_39", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_30", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_30", + "inbound_nodes": [ + [ + [ + "batch_normalization_30", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_33", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_33", + "inbound_nodes": [ + [ + [ + "batch_normalization_33", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_38", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_38", + "inbound_nodes": [ + [ + [ + "batch_normalization_38", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_39", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_39", + "inbound_nodes": [ + [ + [ + "batch_normalization_39", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Concatenate", + "config": { + "name": "mixed4", + "trainable": false, + "dtype": "float32", + "axis": 3 + }, + "name": "mixed4", + "inbound_nodes": [ + [ + [ + "activation_30", + 0, + 0, + {} + ], + [ + "activation_33", + 0, + 0, + {} + ], + [ + "activation_38", + 0, + 0, + {} + ], + [ + "activation_39", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_44", + "trainable": false, + "dtype": "float32", + "filters": 160, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_44", + "inbound_nodes": [ + [ + [ + "mixed4", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_44", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_44", + "inbound_nodes": [ + [ + [ + "conv2d_44", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_44", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_44", + "inbound_nodes": [ + [ + [ + "batch_normalization_44", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_45", + "trainable": false, + "dtype": "float32", + "filters": 160, + "kernel_size": [ + 7, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_45", + "inbound_nodes": [ + [ + [ + "activation_44", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_45", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_45", + "inbound_nodes": [ + [ + [ + "conv2d_45", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_45", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_45", + "inbound_nodes": [ + [ + [ + "batch_normalization_45", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_41", + "trainable": false, + "dtype": "float32", + "filters": 160, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_41", + "inbound_nodes": [ + [ + [ + "mixed4", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_46", + "trainable": false, + "dtype": "float32", + "filters": 160, + "kernel_size": [ + 1, + 7 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_46", + "inbound_nodes": [ + [ + [ + "activation_45", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_41", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_41", + "inbound_nodes": [ + [ + [ + "conv2d_41", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_46", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_46", + "inbound_nodes": [ + [ + [ + "conv2d_46", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_41", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_41", + "inbound_nodes": [ + [ + [ + "batch_normalization_41", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_46", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_46", + "inbound_nodes": [ + [ + [ + "batch_normalization_46", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_42", + "trainable": false, + "dtype": "float32", + "filters": 160, + "kernel_size": [ + 1, + 7 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_42", + "inbound_nodes": [ + [ + [ + "activation_41", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_47", + "trainable": false, + "dtype": "float32", + "filters": 160, + "kernel_size": [ + 7, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_47", + "inbound_nodes": [ + [ + [ + "activation_46", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_42", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_42", + "inbound_nodes": [ + [ + [ + "conv2d_42", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_47", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_47", + "inbound_nodes": [ + [ + [ + "conv2d_47", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_42", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_42", + "inbound_nodes": [ + [ + [ + "batch_normalization_42", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_47", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_47", + "inbound_nodes": [ + [ + [ + "batch_normalization_47", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "AveragePooling2D", + "config": { + "name": "average_pooling2d_4", + "trainable": false, + "dtype": "float32", + "pool_size": [ + 3, + 3 + ], + "padding": "same", + "strides": [ + 1, + 1 + ], + "data_format": "channels_last" + }, + "name": "average_pooling2d_4", + "inbound_nodes": [ + [ + [ + "mixed4", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_40", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_40", + "inbound_nodes": [ + [ + [ + "mixed4", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_43", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 7, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_43", + "inbound_nodes": [ + [ + [ + "activation_42", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_48", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 7 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_48", + "inbound_nodes": [ + [ + [ + "activation_47", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_49", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_49", + "inbound_nodes": [ + [ + [ + "average_pooling2d_4", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_40", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_40", + "inbound_nodes": [ + [ + [ + "conv2d_40", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_43", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_43", + "inbound_nodes": [ + [ + [ + "conv2d_43", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_48", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_48", + "inbound_nodes": [ + [ + [ + "conv2d_48", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_49", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_49", + "inbound_nodes": [ + [ + [ + "conv2d_49", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_40", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_40", + "inbound_nodes": [ + [ + [ + "batch_normalization_40", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_43", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_43", + "inbound_nodes": [ + [ + [ + "batch_normalization_43", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_48", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_48", + "inbound_nodes": [ + [ + [ + "batch_normalization_48", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_49", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_49", + "inbound_nodes": [ + [ + [ + "batch_normalization_49", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Concatenate", + "config": { + "name": "mixed5", + "trainable": false, + "dtype": "float32", + "axis": 3 + }, + "name": "mixed5", + "inbound_nodes": [ + [ + [ + "activation_40", + 0, + 0, + {} + ], + [ + "activation_43", + 0, + 0, + {} + ], + [ + "activation_48", + 0, + 0, + {} + ], + [ + "activation_49", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_54", + "trainable": false, + "dtype": "float32", + "filters": 160, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_54", + "inbound_nodes": [ + [ + [ + "mixed5", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_54", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_54", + "inbound_nodes": [ + [ + [ + "conv2d_54", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_54", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_54", + "inbound_nodes": [ + [ + [ + "batch_normalization_54", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_55", + "trainable": false, + "dtype": "float32", + "filters": 160, + "kernel_size": [ + 7, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_55", + "inbound_nodes": [ + [ + [ + "activation_54", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_55", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_55", + "inbound_nodes": [ + [ + [ + "conv2d_55", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_55", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_55", + "inbound_nodes": [ + [ + [ + "batch_normalization_55", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_51", + "trainable": false, + "dtype": "float32", + "filters": 160, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_51", + "inbound_nodes": [ + [ + [ + "mixed5", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_56", + "trainable": false, + "dtype": "float32", + "filters": 160, + "kernel_size": [ + 1, + 7 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_56", + "inbound_nodes": [ + [ + [ + "activation_55", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_51", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_51", + "inbound_nodes": [ + [ + [ + "conv2d_51", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_56", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_56", + "inbound_nodes": [ + [ + [ + "conv2d_56", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_51", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_51", + "inbound_nodes": [ + [ + [ + "batch_normalization_51", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_56", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_56", + "inbound_nodes": [ + [ + [ + "batch_normalization_56", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_52", + "trainable": false, + "dtype": "float32", + "filters": 160, + "kernel_size": [ + 1, + 7 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_52", + "inbound_nodes": [ + [ + [ + "activation_51", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_57", + "trainable": false, + "dtype": "float32", + "filters": 160, + "kernel_size": [ + 7, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_57", + "inbound_nodes": [ + [ + [ + "activation_56", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_52", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_52", + "inbound_nodes": [ + [ + [ + "conv2d_52", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_57", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_57", + "inbound_nodes": [ + [ + [ + "conv2d_57", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_52", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_52", + "inbound_nodes": [ + [ + [ + "batch_normalization_52", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_57", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_57", + "inbound_nodes": [ + [ + [ + "batch_normalization_57", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "AveragePooling2D", + "config": { + "name": "average_pooling2d_5", + "trainable": false, + "dtype": "float32", + "pool_size": [ + 3, + 3 + ], + "padding": "same", + "strides": [ + 1, + 1 + ], + "data_format": "channels_last" + }, + "name": "average_pooling2d_5", + "inbound_nodes": [ + [ + [ + "mixed5", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_50", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_50", + "inbound_nodes": [ + [ + [ + "mixed5", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_53", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 7, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_53", + "inbound_nodes": [ + [ + [ + "activation_52", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_58", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 7 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_58", + "inbound_nodes": [ + [ + [ + "activation_57", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_59", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_59", + "inbound_nodes": [ + [ + [ + "average_pooling2d_5", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_50", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_50", + "inbound_nodes": [ + [ + [ + "conv2d_50", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_53", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_53", + "inbound_nodes": [ + [ + [ + "conv2d_53", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_58", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_58", + "inbound_nodes": [ + [ + [ + "conv2d_58", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_59", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_59", + "inbound_nodes": [ + [ + [ + "conv2d_59", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_50", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_50", + "inbound_nodes": [ + [ + [ + "batch_normalization_50", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_53", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_53", + "inbound_nodes": [ + [ + [ + "batch_normalization_53", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_58", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_58", + "inbound_nodes": [ + [ + [ + "batch_normalization_58", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_59", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_59", + "inbound_nodes": [ + [ + [ + "batch_normalization_59", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Concatenate", + "config": { + "name": "mixed6", + "trainable": false, + "dtype": "float32", + "axis": 3 + }, + "name": "mixed6", + "inbound_nodes": [ + [ + [ + "activation_50", + 0, + 0, + {} + ], + [ + "activation_53", + 0, + 0, + {} + ], + [ + "activation_58", + 0, + 0, + {} + ], + [ + "activation_59", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_64", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_64", + "inbound_nodes": [ + [ + [ + "mixed6", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_64", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_64", + "inbound_nodes": [ + [ + [ + "conv2d_64", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_64", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_64", + "inbound_nodes": [ + [ + [ + "batch_normalization_64", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_65", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 7, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_65", + "inbound_nodes": [ + [ + [ + "activation_64", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_65", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_65", + "inbound_nodes": [ + [ + [ + "conv2d_65", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_65", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_65", + "inbound_nodes": [ + [ + [ + "batch_normalization_65", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_61", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_61", + "inbound_nodes": [ + [ + [ + "mixed6", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_66", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 7 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_66", + "inbound_nodes": [ + [ + [ + "activation_65", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_61", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_61", + "inbound_nodes": [ + [ + [ + "conv2d_61", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_66", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_66", + "inbound_nodes": [ + [ + [ + "conv2d_66", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_61", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_61", + "inbound_nodes": [ + [ + [ + "batch_normalization_61", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_66", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_66", + "inbound_nodes": [ + [ + [ + "batch_normalization_66", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_62", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 7 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_62", + "inbound_nodes": [ + [ + [ + "activation_61", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_67", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 7, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_67", + "inbound_nodes": [ + [ + [ + "activation_66", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_62", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_62", + "inbound_nodes": [ + [ + [ + "conv2d_62", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_67", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_67", + "inbound_nodes": [ + [ + [ + "conv2d_67", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_62", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_62", + "inbound_nodes": [ + [ + [ + "batch_normalization_62", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_67", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_67", + "inbound_nodes": [ + [ + [ + "batch_normalization_67", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "AveragePooling2D", + "config": { + "name": "average_pooling2d_6", + "trainable": false, + "dtype": "float32", + "pool_size": [ + 3, + 3 + ], + "padding": "same", + "strides": [ + 1, + 1 + ], + "data_format": "channels_last" + }, + "name": "average_pooling2d_6", + "inbound_nodes": [ + [ + [ + "mixed6", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_60", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_60", + "inbound_nodes": [ + [ + [ + "mixed6", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_63", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 7, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_63", + "inbound_nodes": [ + [ + [ + "activation_62", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_68", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 7 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_68", + "inbound_nodes": [ + [ + [ + "activation_67", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_69", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_69", + "inbound_nodes": [ + [ + [ + "average_pooling2d_6", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_60", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_60", + "inbound_nodes": [ + [ + [ + "conv2d_60", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_63", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_63", + "inbound_nodes": [ + [ + [ + "conv2d_63", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_68", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_68", + "inbound_nodes": [ + [ + [ + "conv2d_68", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_69", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_69", + "inbound_nodes": [ + [ + [ + "conv2d_69", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_60", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_60", + "inbound_nodes": [ + [ + [ + "batch_normalization_60", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_63", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_63", + "inbound_nodes": [ + [ + [ + "batch_normalization_63", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_68", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_68", + "inbound_nodes": [ + [ + [ + "batch_normalization_68", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_69", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_69", + "inbound_nodes": [ + [ + [ + "batch_normalization_69", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Concatenate", + "config": { + "name": "mixed7", + "trainable": false, + "dtype": "float32", + "axis": 3 + }, + "name": "mixed7", + "inbound_nodes": [ + [ + [ + "activation_60", + 0, + 0, + {} + ], + [ + "activation_63", + 0, + 0, + {} + ], + [ + "activation_68", + 0, + 0, + {} + ], + [ + "activation_69", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_72", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_72", + "inbound_nodes": [ + [ + [ + "mixed7", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_72", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_72", + "inbound_nodes": [ + [ + [ + "conv2d_72", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_72", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_72", + "inbound_nodes": [ + [ + [ + "batch_normalization_72", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_73", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 7 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_73", + "inbound_nodes": [ + [ + [ + "activation_72", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_73", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_73", + "inbound_nodes": [ + [ + [ + "conv2d_73", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_73", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_73", + "inbound_nodes": [ + [ + [ + "batch_normalization_73", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_70", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_70", + "inbound_nodes": [ + [ + [ + "mixed7", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_74", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 7, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_74", + "inbound_nodes": [ + [ + [ + "activation_73", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_70", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_70", + "inbound_nodes": [ + [ + [ + "conv2d_70", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_74", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_74", + "inbound_nodes": [ + [ + [ + "conv2d_74", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_70", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_70", + "inbound_nodes": [ + [ + [ + "batch_normalization_70", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_74", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_74", + "inbound_nodes": [ + [ + [ + "batch_normalization_74", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_71", + "trainable": false, + "dtype": "float32", + "filters": 320, + "kernel_size": [ + 3, + 3 + ], + "strides": [ + 2, + 2 + ], + "padding": "valid", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_71", + "inbound_nodes": [ + [ + [ + "activation_70", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_75", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 3, + 3 + ], + "strides": [ + 2, + 2 + ], + "padding": "valid", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_75", + "inbound_nodes": [ + [ + [ + "activation_74", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_71", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_71", + "inbound_nodes": [ + [ + [ + "conv2d_71", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_75", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_75", + "inbound_nodes": [ + [ + [ + "conv2d_75", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_71", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_71", + "inbound_nodes": [ + [ + [ + "batch_normalization_71", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_75", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_75", + "inbound_nodes": [ + [ + [ + "batch_normalization_75", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "MaxPooling2D", + "config": { + "name": "max_pooling2d_3", + "trainable": false, + "dtype": "float32", + "pool_size": [ + 3, + 3 + ], + "padding": "valid", + "strides": [ + 2, + 2 + ], + "data_format": "channels_last" + }, + "name": "max_pooling2d_3", + "inbound_nodes": [ + [ + [ + "mixed7", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Concatenate", + "config": { + "name": "mixed8", + "trainable": false, + "dtype": "float32", + "axis": 3 + }, + "name": "mixed8", + "inbound_nodes": [ + [ + [ + "activation_71", + 0, + 0, + {} + ], + [ + "activation_75", + 0, + 0, + {} + ], + [ + "max_pooling2d_3", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_80", + "trainable": false, + "dtype": "float32", + "filters": 448, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_80", + "inbound_nodes": [ + [ + [ + "mixed8", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_80", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_80", + "inbound_nodes": [ + [ + [ + "conv2d_80", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_80", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_80", + "inbound_nodes": [ + [ + [ + "batch_normalization_80", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_77", + "trainable": false, + "dtype": "float32", + "filters": 384, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_77", + "inbound_nodes": [ + [ + [ + "mixed8", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_81", + "trainable": false, + "dtype": "float32", + "filters": 384, + "kernel_size": [ + 3, + 3 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_81", + "inbound_nodes": [ + [ + [ + "activation_80", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_77", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_77", + "inbound_nodes": [ + [ + [ + "conv2d_77", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_81", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_81", + "inbound_nodes": [ + [ + [ + "conv2d_81", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_77", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_77", + "inbound_nodes": [ + [ + [ + "batch_normalization_77", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_81", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_81", + "inbound_nodes": [ + [ + [ + "batch_normalization_81", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_78", + "trainable": false, + "dtype": "float32", + "filters": 384, + "kernel_size": [ + 1, + 3 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_78", + "inbound_nodes": [ + [ + [ + "activation_77", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_79", + "trainable": false, + "dtype": "float32", + "filters": 384, + "kernel_size": [ + 3, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_79", + "inbound_nodes": [ + [ + [ + "activation_77", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_82", + "trainable": false, + "dtype": "float32", + "filters": 384, + "kernel_size": [ + 1, + 3 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_82", + "inbound_nodes": [ + [ + [ + "activation_81", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_83", + "trainable": false, + "dtype": "float32", + "filters": 384, + "kernel_size": [ + 3, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_83", + "inbound_nodes": [ + [ + [ + "activation_81", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "AveragePooling2D", + "config": { + "name": "average_pooling2d_7", + "trainable": false, + "dtype": "float32", + "pool_size": [ + 3, + 3 + ], + "padding": "same", + "strides": [ + 1, + 1 + ], + "data_format": "channels_last" + }, + "name": "average_pooling2d_7", + "inbound_nodes": [ + [ + [ + "mixed8", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_76", + "trainable": false, + "dtype": "float32", + "filters": 320, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_76", + "inbound_nodes": [ + [ + [ + "mixed8", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_78", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_78", + "inbound_nodes": [ + [ + [ + "conv2d_78", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_79", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_79", + "inbound_nodes": [ + [ + [ + "conv2d_79", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_82", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_82", + "inbound_nodes": [ + [ + [ + "conv2d_82", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_83", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_83", + "inbound_nodes": [ + [ + [ + "conv2d_83", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_84", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_84", + "inbound_nodes": [ + [ + [ + "average_pooling2d_7", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_76", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_76", + "inbound_nodes": [ + [ + [ + "conv2d_76", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_78", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_78", + "inbound_nodes": [ + [ + [ + "batch_normalization_78", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_79", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_79", + "inbound_nodes": [ + [ + [ + "batch_normalization_79", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_82", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_82", + "inbound_nodes": [ + [ + [ + "batch_normalization_82", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_83", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_83", + "inbound_nodes": [ + [ + [ + "batch_normalization_83", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_84", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_84", + "inbound_nodes": [ + [ + [ + "conv2d_84", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_76", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_76", + "inbound_nodes": [ + [ + [ + "batch_normalization_76", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Concatenate", + "config": { + "name": "mixed9_0", + "trainable": false, + "dtype": "float32", + "axis": 3 + }, + "name": "mixed9_0", + "inbound_nodes": [ + [ + [ + "activation_78", + 0, + 0, + {} + ], + [ + "activation_79", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Concatenate", + "config": { + "name": "concatenate", + "trainable": false, + "dtype": "float32", + "axis": 3 + }, + "name": "concatenate", + "inbound_nodes": [ + [ + [ + "activation_82", + 0, + 0, + {} + ], + [ + "activation_83", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_84", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_84", + "inbound_nodes": [ + [ + [ + "batch_normalization_84", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Concatenate", + "config": { + "name": "mixed9", + "trainable": false, + "dtype": "float32", + "axis": 3 + }, + "name": "mixed9", + "inbound_nodes": [ + [ + [ + "activation_76", + 0, + 0, + {} + ], + [ + "mixed9_0", + 0, + 0, + {} + ], + [ + "concatenate", + 0, + 0, + {} + ], + [ + "activation_84", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "AveragePooling2D", + "config": { + "name": "average_pooling2d_8", + "trainable": false, + "dtype": "float32", + "pool_size": [ + 3, + 3 + ], + "padding": "same", + "strides": [ + 1, + 1 + ], + "data_format": "channels_last" + }, + "name": "average_pooling2d_8", + "inbound_nodes": [ + [ + [ + "mixed9", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Conv2D", + "config": { + "name": "conv2d_93", + "trainable": false, + "dtype": "float32", + "filters": 192, + "kernel_size": [ + 1, + 1 + ], + "strides": [ + 1, + 1 + ], + "padding": "same", + "data_format": "channels_last", + "dilation_rate": [ + 1, + 1 + ], + "groups": 1, + "activation": "linear", + "use_bias": false, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "conv2d_93", + "inbound_nodes": [ + [ + [ + "average_pooling2d_8", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "BatchNormalization", + "config": { + "name": "batch_normalization_93", + "trainable": false, + "dtype": "float32", + "axis": [ + 3 + ], + "momentum": 0.99, + "epsilon": 0.001, + "center": true, + "scale": false, + "beta_initializer": { + "class_name": "Zeros", + "config": {} + }, + "gamma_initializer": { + "class_name": "Ones", + "config": {} + }, + "moving_mean_initializer": { + "class_name": "Zeros", + "config": {} + }, + "moving_variance_initializer": { + "class_name": "Ones", + "config": {} + }, + "beta_regularizer": null, + "gamma_regularizer": null, + "beta_constraint": null, + "gamma_constraint": null + }, + "name": "batch_normalization_93", + "inbound_nodes": [ + [ + [ + "conv2d_93", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Activation", + "config": { + "name": "activation_93", + "trainable": false, + "dtype": "float32", + "activation": "relu" + }, + "name": "activation_93", + "inbound_nodes": [ + [ + [ + "batch_normalization_93", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Flatten", + "config": { + "name": "flatten", + "trainable": true, + "dtype": "float32", + "data_format": "channels_last" + }, + "name": "flatten", + "inbound_nodes": [ + [ + [ + "activation_93", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Dense", + "config": { + "name": "dense", + "trainable": true, + "dtype": "float32", + "units": 2048, + "activation": "relu", + "use_bias": true, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "dense", + "inbound_nodes": [ + [ + [ + "flatten", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Dense", + "config": { + "name": "dense_1", + "trainable": true, + "dtype": "float32", + "units": 2048, + "activation": "relu", + "use_bias": true, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "dense_1", + "inbound_nodes": [ + [ + [ + "dense", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Dense", + "config": { + "name": "dense_2", + "trainable": true, + "dtype": "float32", + "units": 2048, + "activation": "relu", + "use_bias": true, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "dense_2", + "inbound_nodes": [ + [ + [ + "dense_1", + 0, + 0, + {} + ] + ] + ] + }, + { + "class_name": "Dense", + "config": { + "name": "dense_3", + "trainable": true, + "dtype": "float32", + "units": 2, + "activation": "softmax", + "use_bias": true, + "kernel_initializer": { + "class_name": "GlorotUniform", + "config": { + "seed": null + } + }, + "bias_initializer": { + "class_name": "Zeros", + "config": {} + }, + "kernel_regularizer": null, + "bias_regularizer": null, + "activity_regularizer": null, + "kernel_constraint": null, + "bias_constraint": null + }, + "name": "dense_3", + "inbound_nodes": [ + [ + [ + "dense_2", + 0, + 0, + {} + ] + ] + ] + } + ], + "input_layers": [ + [ + "input_1", + 0, + 0 + ] + ], + "output_layers": [ + [ + "dense_3", + 0, + 0 + ] + ] + }, + "keras_version": "2.12.0", + "backend": "tensorflow" +} \ No newline at end of file