{"class_name": "Model", "config": {"name": "model_10", "layers": [{"name": "input_9", "class_name": "InputLayer", "config": {"batch_input_shape": [null, 80, 400, 3], "dtype": "float32", "sparse": false, "name": "input_9"}, "inbound_nodes": []}, {"name": "conv2d_95", "class_name": "Conv2D", "config": {"name": "conv2d_95", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["input_9", 0, 0, {}]]]}, {"name": "batch_normalization_95", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_95", "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}, "inbound_nodes": [[["conv2d_95", 0, 0, {}]]]}, {"name": "activation_242", "class_name": "Activation", "config": {"name": "activation_242", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_95", 0, 0, {}]]]}, {"name": "conv2d_96", "class_name": "Conv2D", "config": {"name": "conv2d_96", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_242", 0, 0, {}]]]}, {"name": "batch_normalization_96", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_96", "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}, "inbound_nodes": [[["conv2d_96", 0, 0, {}]]]}, {"name": "activation_243", "class_name": "Activation", "config": {"name": "activation_243", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_96", 0, 0, {}]]]}, {"name": "conv2d_97", "class_name": "Conv2D", "config": {"name": "conv2d_97", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_243", 0, 0, {}]]]}, {"name": "batch_normalization_97", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_97", "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}, "inbound_nodes": [[["conv2d_97", 0, 0, {}]]]}, {"name": "activation_244", "class_name": "Activation", "config": {"name": "activation_244", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_97", 0, 0, {}]]]}, {"name": "max_pooling2d_8", "class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_8", "trainable": false, "dtype": "float32", "pool_size": [3, 3], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}, "inbound_nodes": [[["activation_244", 0, 0, {}]]]}, {"name": "conv2d_98", "class_name": "Conv2D", "config": {"name": "conv2d_98", "trainable": false, "dtype": "float32", "filters": 80, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["max_pooling2d_8", 0, 0, {}]]]}, {"name": "batch_normalization_98", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_98", "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}, "inbound_nodes": [[["conv2d_98", 0, 0, {}]]]}, {"name": "activation_245", "class_name": "Activation", "config": {"name": "activation_245", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_98", 0, 0, {}]]]}, {"name": "conv2d_99", "class_name": "Conv2D", "config": {"name": "conv2d_99", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [3, 3], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_245", 0, 0, {}]]]}, {"name": "batch_normalization_99", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_99", "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}, "inbound_nodes": [[["conv2d_99", 0, 0, {}]]]}, {"name": "activation_246", "class_name": "Activation", "config": {"name": "activation_246", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_99", 0, 0, {}]]]}, {"name": "max_pooling2d_9", "class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_9", "trainable": false, "dtype": "float32", "pool_size": [3, 3], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}, "inbound_nodes": [[["activation_246", 0, 0, {}]]]}, {"name": "conv2d_103", "class_name": "Conv2D", "config": {"name": "conv2d_103", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]]}, {"name": "batch_normalization_103", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_103", "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}, "inbound_nodes": [[["conv2d_103", 0, 0, {}]]]}, {"name": "activation_250", "class_name": "Activation", "config": {"name": "activation_250", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_103", 0, 0, {}]]]}, {"name": "conv2d_101", "class_name": "Conv2D", "config": {"name": "conv2d_101", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]]}, {"name": "conv2d_104", "class_name": "Conv2D", "config": {"name": "conv2d_104", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_250", 0, 0, {}]]]}, {"name": "batch_normalization_101", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_101", "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}, "inbound_nodes": [[["conv2d_101", 0, 0, {}]]]}, {"name": "batch_normalization_104", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_104", "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}, "inbound_nodes": [[["conv2d_104", 0, 0, {}]]]}, {"name": "activation_248", "class_name": "Activation", "config": {"name": "activation_248", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_101", 0, 0, {}]]]}, {"name": "activation_251", "class_name": "Activation", "config": {"name": "activation_251", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_104", 0, 0, {}]]]}, {"name": "average_pooling2d_10", "class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_10", "trainable": false, "dtype": "float32", "pool_size": [3, 3], "padding": "same", "strides": [1, 1], "data_format": "channels_last"}, "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]]}, {"name": "conv2d_100", "class_name": "Conv2D", "config": {"name": "conv2d_100", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]]}, {"name": "conv2d_102", "class_name": "Conv2D", "config": {"name": "conv2d_102", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": [5, 5], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_248", 0, 0, {}]]]}, {"name": "conv2d_105", "class_name": "Conv2D", "config": {"name": "conv2d_105", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_251", 0, 0, {}]]]}, {"name": "conv2d_106", "class_name": "Conv2D", "config": {"name": "conv2d_106", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["average_pooling2d_10", 0, 0, {}]]]}, {"name": "batch_normalization_100", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_100", "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}, "inbound_nodes": [[["conv2d_100", 0, 0, {}]]]}, {"name": "batch_normalization_102", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_102", "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}, "inbound_nodes": [[["conv2d_102", 0, 0, {}]]]}, {"name": "batch_normalization_105", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_105", "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}, "inbound_nodes": [[["conv2d_105", 0, 0, {}]]]}, {"name": "batch_normalization_106", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_106", "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}, "inbound_nodes": [[["conv2d_106", 0, 0, {}]]]}, {"name": "activation_247", "class_name": "Activation", "config": {"name": "activation_247", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_100", 0, 0, {}]]]}, {"name": "activation_249", "class_name": "Activation", "config": {"name": "activation_249", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_102", 0, 0, {}]]]}, {"name": "activation_252", "class_name": "Activation", "config": {"name": "activation_252", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_105", 0, 0, {}]]]}, {"name": "activation_253", "class_name": "Activation", "config": {"name": "activation_253", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_106", 0, 0, {}]]]}, {"name": "mixed_5b", "class_name": "Concatenate", "config": {"name": "mixed_5b", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_247", 0, 0, {}], ["activation_249", 0, 0, {}], ["activation_252", 0, 0, {}], ["activation_253", 0, 0, {}]]]}, {"name": "conv2d_110", "class_name": "Conv2D", "config": {"name": "conv2d_110", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed_5b", 0, 0, {}]]]}, {"name": "batch_normalization_110", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_110", "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}, "inbound_nodes": [[["conv2d_110", 0, 0, {}]]]}, {"name": "activation_257", "class_name": "Activation", "config": {"name": "activation_257", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_110", 0, 0, {}]]]}, {"name": "conv2d_108", "class_name": "Conv2D", "config": {"name": "conv2d_108", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed_5b", 0, 0, {}]]]}, {"name": "conv2d_111", "class_name": "Conv2D", "config": {"name": "conv2d_111", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_257", 0, 0, {}]]]}, {"name": "batch_normalization_108", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_108", "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}, "inbound_nodes": [[["conv2d_108", 0, 0, {}]]]}, {"name": "batch_normalization_111", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_111", "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}, "inbound_nodes": [[["conv2d_111", 0, 0, {}]]]}, {"name": "activation_255", "class_name": "Activation", "config": {"name": "activation_255", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_108", 0, 0, {}]]]}, {"name": "activation_258", "class_name": "Activation", "config": {"name": "activation_258", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_111", 0, 0, {}]]]}, {"name": "conv2d_107", "class_name": "Conv2D", "config": {"name": "conv2d_107", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed_5b", 0, 0, {}]]]}, {"name": "conv2d_109", "class_name": "Conv2D", "config": {"name": "conv2d_109", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_255", 0, 0, {}]]]}, {"name": "conv2d_112", "class_name": "Conv2D", "config": {"name": "conv2d_112", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_258", 0, 0, {}]]]}, {"name": "batch_normalization_107", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_107", "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}, "inbound_nodes": [[["conv2d_107", 0, 0, {}]]]}, {"name": "batch_normalization_109", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_109", "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}, "inbound_nodes": [[["conv2d_109", 0, 0, {}]]]}, {"name": "batch_normalization_112", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_112", "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}, "inbound_nodes": [[["conv2d_112", 0, 0, {}]]]}, {"name": "activation_254", "class_name": "Activation", "config": {"name": "activation_254", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_107", 0, 0, {}]]]}, {"name": "activation_256", "class_name": "Activation", "config": {"name": "activation_256", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_109", 0, 0, {}]]]}, {"name": "activation_259", "class_name": "Activation", "config": {"name": "activation_259", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_112", 0, 0, {}]]]}, {"name": "block35_1_mixed", "class_name": "Concatenate", "config": {"name": "block35_1_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_254", 0, 0, {}], ["activation_256", 0, 0, {}], ["activation_259", 0, 0, {}]]]}, {"name": "block35_1_conv", "class_name": "Conv2D", "config": {"name": "block35_1_conv", "trainable": false, "dtype": "float32", "filters": 320, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_1_mixed", 0, 0, {}]]]}, {"name": "block35_1", "class_name": "Lambda", "config": {"name": "block35_1", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [7, 47, 320], "output_shape_type": "raw", "arguments": {"scale": 0.17}}, "inbound_nodes": [[["mixed_5b", 0, 0, {}], ["block35_1_conv", 0, 0, {}]]]}, {"name": "block35_1_ac", "class_name": "Activation", "config": {"name": "block35_1_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block35_1", 0, 0, {}]]]}, {"name": "conv2d_116", "class_name": "Conv2D", "config": {"name": "conv2d_116", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_1_ac", 0, 0, {}]]]}, {"name": "batch_normalization_116", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_116", "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}, "inbound_nodes": [[["conv2d_116", 0, 0, {}]]]}, {"name": "activation_263", "class_name": "Activation", "config": {"name": "activation_263", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_116", 0, 0, {}]]]}, {"name": "conv2d_114", "class_name": "Conv2D", "config": {"name": "conv2d_114", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_1_ac", 0, 0, {}]]]}, {"name": "conv2d_117", "class_name": "Conv2D", "config": {"name": "conv2d_117", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_263", 0, 0, {}]]]}, {"name": "batch_normalization_114", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_114", "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}, "inbound_nodes": [[["conv2d_114", 0, 0, {}]]]}, {"name": "batch_normalization_117", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_117", "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}, "inbound_nodes": [[["conv2d_117", 0, 0, {}]]]}, {"name": "activation_261", "class_name": "Activation", "config": {"name": "activation_261", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_114", 0, 0, {}]]]}, {"name": "activation_264", "class_name": "Activation", "config": {"name": "activation_264", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_117", 0, 0, {}]]]}, {"name": "conv2d_113", "class_name": "Conv2D", "config": {"name": "conv2d_113", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_1_ac", 0, 0, {}]]]}, {"name": "conv2d_115", "class_name": "Conv2D", "config": {"name": "conv2d_115", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_261", 0, 0, {}]]]}, {"name": "conv2d_118", "class_name": "Conv2D", "config": {"name": "conv2d_118", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_264", 0, 0, {}]]]}, {"name": "batch_normalization_113", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_113", "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}, "inbound_nodes": [[["conv2d_113", 0, 0, {}]]]}, {"name": "batch_normalization_115", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_115", "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}, "inbound_nodes": [[["conv2d_115", 0, 0, {}]]]}, {"name": "batch_normalization_118", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_118", "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}, "inbound_nodes": [[["conv2d_118", 0, 0, {}]]]}, {"name": "activation_260", "class_name": "Activation", "config": {"name": "activation_260", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_113", 0, 0, {}]]]}, {"name": "activation_262", "class_name": "Activation", "config": {"name": "activation_262", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_115", 0, 0, {}]]]}, {"name": "activation_265", "class_name": "Activation", "config": {"name": "activation_265", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_118", 0, 0, {}]]]}, {"name": "block35_2_mixed", "class_name": "Concatenate", "config": {"name": "block35_2_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_260", 0, 0, {}], ["activation_262", 0, 0, {}], ["activation_265", 0, 0, {}]]]}, {"name": "block35_2_conv", "class_name": "Conv2D", "config": {"name": "block35_2_conv", "trainable": false, "dtype": "float32", "filters": 320, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_2_mixed", 0, 0, {}]]]}, {"name": "block35_2", "class_name": "Lambda", "config": {"name": "block35_2", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [7, 47, 320], "output_shape_type": "raw", "arguments": {"scale": 0.17}}, "inbound_nodes": [[["block35_1_ac", 0, 0, {}], ["block35_2_conv", 0, 0, {}]]]}, {"name": "block35_2_ac", "class_name": "Activation", "config": {"name": "block35_2_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block35_2", 0, 0, {}]]]}, {"name": "conv2d_122", "class_name": "Conv2D", "config": {"name": "conv2d_122", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_2_ac", 0, 0, {}]]]}, {"name": "batch_normalization_122", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_122", "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}, "inbound_nodes": [[["conv2d_122", 0, 0, {}]]]}, {"name": "activation_269", "class_name": "Activation", "config": {"name": "activation_269", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_122", 0, 0, {}]]]}, {"name": "conv2d_120", "class_name": "Conv2D", "config": {"name": "conv2d_120", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_2_ac", 0, 0, {}]]]}, {"name": "conv2d_123", "class_name": "Conv2D", "config": {"name": "conv2d_123", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_269", 0, 0, {}]]]}, {"name": "batch_normalization_120", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_120", "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}, "inbound_nodes": [[["conv2d_120", 0, 0, {}]]]}, {"name": "batch_normalization_123", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_123", "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}, "inbound_nodes": [[["conv2d_123", 0, 0, {}]]]}, {"name": "activation_267", "class_name": "Activation", "config": {"name": "activation_267", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_120", 0, 0, {}]]]}, {"name": "activation_270", "class_name": "Activation", "config": {"name": "activation_270", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_123", 0, 0, {}]]]}, {"name": "conv2d_119", "class_name": "Conv2D", "config": {"name": "conv2d_119", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_2_ac", 0, 0, {}]]]}, {"name": "conv2d_121", "class_name": "Conv2D", "config": {"name": "conv2d_121", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_267", 0, 0, {}]]]}, {"name": "conv2d_124", "class_name": "Conv2D", "config": {"name": "conv2d_124", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_270", 0, 0, {}]]]}, {"name": "batch_normalization_119", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_119", "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}, "inbound_nodes": [[["conv2d_119", 0, 0, {}]]]}, {"name": "batch_normalization_121", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_121", "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}, "inbound_nodes": [[["conv2d_121", 0, 0, {}]]]}, {"name": "batch_normalization_124", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_124", "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}, "inbound_nodes": [[["conv2d_124", 0, 0, {}]]]}, {"name": "activation_266", "class_name": "Activation", "config": {"name": "activation_266", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_119", 0, 0, {}]]]}, {"name": "activation_268", "class_name": "Activation", "config": {"name": "activation_268", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_121", 0, 0, {}]]]}, {"name": "activation_271", "class_name": "Activation", "config": {"name": "activation_271", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_124", 0, 0, {}]]]}, {"name": "block35_3_mixed", "class_name": "Concatenate", "config": {"name": "block35_3_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_266", 0, 0, {}], ["activation_268", 0, 0, {}], ["activation_271", 0, 0, {}]]]}, {"name": "block35_3_conv", "class_name": "Conv2D", "config": {"name": "block35_3_conv", "trainable": false, "dtype": "float32", "filters": 320, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_3_mixed", 0, 0, {}]]]}, {"name": "block35_3", "class_name": "Lambda", "config": {"name": "block35_3", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [7, 47, 320], "output_shape_type": "raw", "arguments": {"scale": 0.17}}, "inbound_nodes": [[["block35_2_ac", 0, 0, {}], ["block35_3_conv", 0, 0, {}]]]}, {"name": "block35_3_ac", "class_name": "Activation", "config": {"name": "block35_3_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block35_3", 0, 0, {}]]]}, {"name": "conv2d_128", "class_name": "Conv2D", "config": {"name": "conv2d_128", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_3_ac", 0, 0, {}]]]}, {"name": "batch_normalization_128", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_128", "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}, "inbound_nodes": [[["conv2d_128", 0, 0, {}]]]}, {"name": "activation_275", "class_name": "Activation", "config": {"name": "activation_275", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_128", 0, 0, {}]]]}, {"name": "conv2d_126", "class_name": "Conv2D", "config": {"name": "conv2d_126", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_3_ac", 0, 0, {}]]]}, {"name": "conv2d_129", "class_name": "Conv2D", "config": {"name": "conv2d_129", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_275", 0, 0, {}]]]}, {"name": "batch_normalization_126", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_126", "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}, "inbound_nodes": [[["conv2d_126", 0, 0, {}]]]}, {"name": "batch_normalization_129", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_129", "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}, "inbound_nodes": [[["conv2d_129", 0, 0, {}]]]}, {"name": "activation_273", "class_name": "Activation", "config": {"name": "activation_273", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_126", 0, 0, {}]]]}, {"name": "activation_276", "class_name": "Activation", "config": {"name": "activation_276", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_129", 0, 0, {}]]]}, {"name": "conv2d_125", "class_name": "Conv2D", "config": {"name": "conv2d_125", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_3_ac", 0, 0, {}]]]}, {"name": "conv2d_127", "class_name": "Conv2D", "config": {"name": "conv2d_127", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_273", 0, 0, {}]]]}, {"name": "conv2d_130", "class_name": "Conv2D", "config": {"name": "conv2d_130", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_276", 0, 0, {}]]]}, {"name": "batch_normalization_125", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_125", "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}, "inbound_nodes": [[["conv2d_125", 0, 0, {}]]]}, {"name": "batch_normalization_127", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_127", "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}, "inbound_nodes": [[["conv2d_127", 0, 0, {}]]]}, {"name": "batch_normalization_130", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_130", "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}, "inbound_nodes": [[["conv2d_130", 0, 0, {}]]]}, {"name": "activation_272", "class_name": "Activation", "config": {"name": "activation_272", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_125", 0, 0, {}]]]}, {"name": "activation_274", "class_name": "Activation", "config": {"name": "activation_274", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_127", 0, 0, {}]]]}, {"name": "activation_277", "class_name": "Activation", "config": {"name": "activation_277", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_130", 0, 0, {}]]]}, {"name": "block35_4_mixed", "class_name": "Concatenate", "config": {"name": "block35_4_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_272", 0, 0, {}], ["activation_274", 0, 0, {}], ["activation_277", 0, 0, {}]]]}, {"name": "block35_4_conv", "class_name": "Conv2D", "config": {"name": "block35_4_conv", "trainable": false, "dtype": "float32", "filters": 320, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_4_mixed", 0, 0, {}]]]}, {"name": "block35_4", "class_name": "Lambda", "config": {"name": "block35_4", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [7, 47, 320], "output_shape_type": "raw", "arguments": {"scale": 0.17}}, "inbound_nodes": [[["block35_3_ac", 0, 0, {}], ["block35_4_conv", 0, 0, {}]]]}, {"name": "block35_4_ac", "class_name": "Activation", "config": {"name": "block35_4_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block35_4", 0, 0, {}]]]}, {"name": "conv2d_134", "class_name": "Conv2D", "config": {"name": "conv2d_134", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_4_ac", 0, 0, {}]]]}, {"name": "batch_normalization_134", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_134", "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}, "inbound_nodes": [[["conv2d_134", 0, 0, {}]]]}, {"name": "activation_281", "class_name": "Activation", "config": {"name": "activation_281", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_134", 0, 0, {}]]]}, {"name": "conv2d_132", "class_name": "Conv2D", "config": {"name": "conv2d_132", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_4_ac", 0, 0, {}]]]}, {"name": "conv2d_135", "class_name": "Conv2D", "config": {"name": "conv2d_135", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_281", 0, 0, {}]]]}, {"name": "batch_normalization_132", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_132", "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}, "inbound_nodes": [[["conv2d_132", 0, 0, {}]]]}, {"name": "batch_normalization_135", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_135", "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}, "inbound_nodes": [[["conv2d_135", 0, 0, {}]]]}, {"name": "activation_279", "class_name": "Activation", "config": {"name": "activation_279", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_132", 0, 0, {}]]]}, {"name": "activation_282", "class_name": "Activation", "config": {"name": "activation_282", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_135", 0, 0, {}]]]}, {"name": "conv2d_131", "class_name": "Conv2D", "config": {"name": "conv2d_131", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_4_ac", 0, 0, {}]]]}, {"name": "conv2d_133", "class_name": "Conv2D", "config": {"name": "conv2d_133", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_279", 0, 0, {}]]]}, {"name": "conv2d_136", "class_name": "Conv2D", "config": {"name": "conv2d_136", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_282", 0, 0, {}]]]}, {"name": "batch_normalization_131", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_131", "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}, "inbound_nodes": [[["conv2d_131", 0, 0, {}]]]}, {"name": "batch_normalization_133", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_133", "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}, "inbound_nodes": [[["conv2d_133", 0, 0, {}]]]}, {"name": "batch_normalization_136", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_136", "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}, "inbound_nodes": [[["conv2d_136", 0, 0, {}]]]}, {"name": "activation_278", "class_name": "Activation", "config": {"name": "activation_278", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_131", 0, 0, {}]]]}, {"name": "activation_280", "class_name": "Activation", "config": {"name": "activation_280", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_133", 0, 0, {}]]]}, {"name": "activation_283", "class_name": "Activation", "config": {"name": "activation_283", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_136", 0, 0, {}]]]}, {"name": "block35_5_mixed", "class_name": "Concatenate", "config": {"name": "block35_5_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_278", 0, 0, {}], ["activation_280", 0, 0, {}], ["activation_283", 0, 0, {}]]]}, {"name": "block35_5_conv", "class_name": "Conv2D", "config": {"name": "block35_5_conv", "trainable": false, "dtype": "float32", "filters": 320, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_5_mixed", 0, 0, {}]]]}, {"name": "block35_5", "class_name": "Lambda", "config": {"name": "block35_5", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [7, 47, 320], "output_shape_type": "raw", "arguments": {"scale": 0.17}}, "inbound_nodes": [[["block35_4_ac", 0, 0, {}], ["block35_5_conv", 0, 0, {}]]]}, {"name": "block35_5_ac", "class_name": "Activation", "config": {"name": "block35_5_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block35_5", 0, 0, {}]]]}, {"name": "conv2d_140", "class_name": "Conv2D", "config": {"name": "conv2d_140", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_5_ac", 0, 0, {}]]]}, {"name": "batch_normalization_140", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_140", "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}, "inbound_nodes": [[["conv2d_140", 0, 0, {}]]]}, {"name": "activation_287", "class_name": "Activation", "config": {"name": "activation_287", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_140", 0, 0, {}]]]}, {"name": "conv2d_138", "class_name": "Conv2D", "config": {"name": "conv2d_138", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_5_ac", 0, 0, {}]]]}, {"name": "conv2d_141", "class_name": "Conv2D", "config": {"name": "conv2d_141", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_287", 0, 0, {}]]]}, {"name": "batch_normalization_138", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_138", "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}, "inbound_nodes": [[["conv2d_138", 0, 0, {}]]]}, {"name": "batch_normalization_141", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_141", "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}, "inbound_nodes": [[["conv2d_141", 0, 0, {}]]]}, {"name": "activation_285", "class_name": "Activation", "config": {"name": "activation_285", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_138", 0, 0, {}]]]}, {"name": "activation_288", "class_name": "Activation", "config": {"name": "activation_288", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_141", 0, 0, {}]]]}, {"name": "conv2d_137", "class_name": "Conv2D", "config": {"name": "conv2d_137", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_5_ac", 0, 0, {}]]]}, {"name": "conv2d_139", "class_name": "Conv2D", "config": {"name": "conv2d_139", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_285", 0, 0, {}]]]}, {"name": "conv2d_142", "class_name": "Conv2D", "config": {"name": "conv2d_142", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_288", 0, 0, {}]]]}, {"name": "batch_normalization_137", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_137", "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}, "inbound_nodes": [[["conv2d_137", 0, 0, {}]]]}, {"name": "batch_normalization_139", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_139", "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}, "inbound_nodes": [[["conv2d_139", 0, 0, {}]]]}, {"name": "batch_normalization_142", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_142", "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}, "inbound_nodes": [[["conv2d_142", 0, 0, {}]]]}, {"name": "activation_284", "class_name": "Activation", "config": {"name": "activation_284", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_137", 0, 0, {}]]]}, {"name": "activation_286", "class_name": "Activation", "config": {"name": "activation_286", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_139", 0, 0, {}]]]}, {"name": "activation_289", "class_name": "Activation", "config": {"name": "activation_289", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_142", 0, 0, {}]]]}, {"name": "block35_6_mixed", "class_name": "Concatenate", "config": {"name": "block35_6_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_284", 0, 0, {}], ["activation_286", 0, 0, {}], ["activation_289", 0, 0, {}]]]}, {"name": "block35_6_conv", "class_name": "Conv2D", "config": {"name": "block35_6_conv", "trainable": false, "dtype": "float32", "filters": 320, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_6_mixed", 0, 0, {}]]]}, {"name": "block35_6", "class_name": "Lambda", "config": {"name": "block35_6", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [7, 47, 320], "output_shape_type": "raw", "arguments": {"scale": 0.17}}, "inbound_nodes": [[["block35_5_ac", 0, 0, {}], ["block35_6_conv", 0, 0, {}]]]}, {"name": "block35_6_ac", "class_name": "Activation", "config": {"name": "block35_6_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block35_6", 0, 0, {}]]]}, {"name": "conv2d_146", "class_name": "Conv2D", "config": {"name": "conv2d_146", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_6_ac", 0, 0, {}]]]}, {"name": "batch_normalization_146", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_146", "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}, "inbound_nodes": [[["conv2d_146", 0, 0, {}]]]}, {"name": "activation_293", "class_name": "Activation", "config": {"name": "activation_293", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_146", 0, 0, {}]]]}, {"name": "conv2d_144", "class_name": "Conv2D", "config": {"name": "conv2d_144", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_6_ac", 0, 0, {}]]]}, {"name": "conv2d_147", "class_name": "Conv2D", "config": {"name": "conv2d_147", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_293", 0, 0, {}]]]}, {"name": "batch_normalization_144", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_144", "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}, "inbound_nodes": [[["conv2d_144", 0, 0, {}]]]}, {"name": "batch_normalization_147", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_147", "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}, "inbound_nodes": [[["conv2d_147", 0, 0, {}]]]}, {"name": "activation_291", "class_name": "Activation", "config": {"name": "activation_291", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_144", 0, 0, {}]]]}, {"name": "activation_294", "class_name": "Activation", "config": {"name": "activation_294", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_147", 0, 0, {}]]]}, {"name": "conv2d_143", "class_name": "Conv2D", "config": {"name": "conv2d_143", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_6_ac", 0, 0, {}]]]}, {"name": "conv2d_145", "class_name": "Conv2D", "config": {"name": "conv2d_145", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_291", 0, 0, {}]]]}, {"name": "conv2d_148", "class_name": "Conv2D", "config": {"name": "conv2d_148", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_294", 0, 0, {}]]]}, {"name": "batch_normalization_143", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_143", "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}, "inbound_nodes": [[["conv2d_143", 0, 0, {}]]]}, {"name": "batch_normalization_145", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_145", "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}, "inbound_nodes": [[["conv2d_145", 0, 0, {}]]]}, {"name": "batch_normalization_148", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_148", "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}, "inbound_nodes": [[["conv2d_148", 0, 0, {}]]]}, {"name": "activation_290", "class_name": "Activation", "config": {"name": "activation_290", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_143", 0, 0, {}]]]}, {"name": "activation_292", "class_name": "Activation", "config": {"name": "activation_292", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_145", 0, 0, {}]]]}, {"name": "activation_295", "class_name": "Activation", "config": {"name": "activation_295", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_148", 0, 0, {}]]]}, {"name": "block35_7_mixed", "class_name": "Concatenate", "config": {"name": "block35_7_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_290", 0, 0, {}], ["activation_292", 0, 0, {}], ["activation_295", 0, 0, {}]]]}, {"name": "block35_7_conv", "class_name": "Conv2D", "config": {"name": "block35_7_conv", "trainable": false, "dtype": "float32", "filters": 320, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_7_mixed", 0, 0, {}]]]}, {"name": "block35_7", "class_name": "Lambda", "config": {"name": "block35_7", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [7, 47, 320], "output_shape_type": "raw", "arguments": {"scale": 0.17}}, "inbound_nodes": [[["block35_6_ac", 0, 0, {}], ["block35_7_conv", 0, 0, {}]]]}, {"name": "block35_7_ac", "class_name": "Activation", "config": {"name": "block35_7_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block35_7", 0, 0, {}]]]}, {"name": "conv2d_152", "class_name": "Conv2D", "config": {"name": "conv2d_152", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_7_ac", 0, 0, {}]]]}, {"name": "batch_normalization_152", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_152", "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}, "inbound_nodes": [[["conv2d_152", 0, 0, {}]]]}, {"name": "activation_299", "class_name": "Activation", "config": {"name": "activation_299", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_152", 0, 0, {}]]]}, {"name": "conv2d_150", "class_name": "Conv2D", "config": {"name": "conv2d_150", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_7_ac", 0, 0, {}]]]}, {"name": "conv2d_153", "class_name": "Conv2D", "config": {"name": "conv2d_153", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_299", 0, 0, {}]]]}, {"name": "batch_normalization_150", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_150", "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}, "inbound_nodes": [[["conv2d_150", 0, 0, {}]]]}, {"name": "batch_normalization_153", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_153", "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}, "inbound_nodes": [[["conv2d_153", 0, 0, {}]]]}, {"name": "activation_297", "class_name": "Activation", "config": {"name": "activation_297", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_150", 0, 0, {}]]]}, {"name": "activation_300", "class_name": "Activation", "config": {"name": "activation_300", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_153", 0, 0, {}]]]}, {"name": "conv2d_149", "class_name": "Conv2D", "config": {"name": "conv2d_149", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_7_ac", 0, 0, {}]]]}, {"name": "conv2d_151", "class_name": "Conv2D", "config": {"name": "conv2d_151", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_297", 0, 0, {}]]]}, {"name": "conv2d_154", "class_name": "Conv2D", "config": {"name": "conv2d_154", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_300", 0, 0, {}]]]}, {"name": "batch_normalization_149", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_149", "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}, "inbound_nodes": [[["conv2d_149", 0, 0, {}]]]}, {"name": "batch_normalization_151", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_151", "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}, "inbound_nodes": [[["conv2d_151", 0, 0, {}]]]}, {"name": "batch_normalization_154", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_154", "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}, "inbound_nodes": [[["conv2d_154", 0, 0, {}]]]}, {"name": "activation_296", "class_name": "Activation", "config": {"name": "activation_296", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_149", 0, 0, {}]]]}, {"name": "activation_298", "class_name": "Activation", "config": {"name": "activation_298", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_151", 0, 0, {}]]]}, {"name": "activation_301", "class_name": "Activation", "config": {"name": "activation_301", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_154", 0, 0, {}]]]}, {"name": "block35_8_mixed", "class_name": "Concatenate", "config": {"name": "block35_8_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_296", 0, 0, {}], ["activation_298", 0, 0, {}], ["activation_301", 0, 0, {}]]]}, {"name": "block35_8_conv", "class_name": "Conv2D", "config": {"name": "block35_8_conv", "trainable": false, "dtype": "float32", "filters": 320, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_8_mixed", 0, 0, {}]]]}, {"name": "block35_8", "class_name": "Lambda", "config": {"name": "block35_8", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [7, 47, 320], "output_shape_type": "raw", "arguments": {"scale": 0.17}}, "inbound_nodes": [[["block35_7_ac", 0, 0, {}], ["block35_8_conv", 0, 0, {}]]]}, {"name": "block35_8_ac", "class_name": "Activation", "config": {"name": "block35_8_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block35_8", 0, 0, {}]]]}, {"name": "conv2d_158", "class_name": "Conv2D", "config": {"name": "conv2d_158", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_8_ac", 0, 0, {}]]]}, {"name": "batch_normalization_158", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_158", "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}, "inbound_nodes": [[["conv2d_158", 0, 0, {}]]]}, {"name": "activation_305", "class_name": "Activation", "config": {"name": "activation_305", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_158", 0, 0, {}]]]}, {"name": "conv2d_156", "class_name": "Conv2D", "config": {"name": "conv2d_156", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_8_ac", 0, 0, {}]]]}, {"name": "conv2d_159", "class_name": "Conv2D", "config": {"name": "conv2d_159", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_305", 0, 0, {}]]]}, {"name": "batch_normalization_156", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_156", "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}, "inbound_nodes": [[["conv2d_156", 0, 0, {}]]]}, {"name": "batch_normalization_159", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_159", "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}, "inbound_nodes": [[["conv2d_159", 0, 0, {}]]]}, {"name": "activation_303", "class_name": "Activation", "config": {"name": "activation_303", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_156", 0, 0, {}]]]}, {"name": "activation_306", "class_name": "Activation", "config": {"name": "activation_306", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_159", 0, 0, {}]]]}, {"name": "conv2d_155", "class_name": "Conv2D", "config": {"name": "conv2d_155", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_8_ac", 0, 0, {}]]]}, {"name": "conv2d_157", "class_name": "Conv2D", "config": {"name": "conv2d_157", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_303", 0, 0, {}]]]}, {"name": "conv2d_160", "class_name": "Conv2D", "config": {"name": "conv2d_160", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_306", 0, 0, {}]]]}, {"name": "batch_normalization_155", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_155", "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}, "inbound_nodes": [[["conv2d_155", 0, 0, {}]]]}, {"name": "batch_normalization_157", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_157", "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}, "inbound_nodes": [[["conv2d_157", 0, 0, {}]]]}, {"name": "batch_normalization_160", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_160", "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}, "inbound_nodes": [[["conv2d_160", 0, 0, {}]]]}, {"name": "activation_302", "class_name": "Activation", "config": {"name": "activation_302", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_155", 0, 0, {}]]]}, {"name": "activation_304", "class_name": "Activation", "config": {"name": "activation_304", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_157", 0, 0, {}]]]}, {"name": "activation_307", "class_name": "Activation", "config": {"name": "activation_307", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_160", 0, 0, {}]]]}, {"name": "block35_9_mixed", "class_name": "Concatenate", "config": {"name": "block35_9_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_302", 0, 0, {}], ["activation_304", 0, 0, {}], ["activation_307", 0, 0, {}]]]}, {"name": "block35_9_conv", "class_name": "Conv2D", "config": {"name": "block35_9_conv", "trainable": false, "dtype": "float32", "filters": 320, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_9_mixed", 0, 0, {}]]]}, {"name": "block35_9", "class_name": "Lambda", "config": {"name": "block35_9", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [7, 47, 320], "output_shape_type": "raw", "arguments": {"scale": 0.17}}, "inbound_nodes": [[["block35_8_ac", 0, 0, {}], ["block35_9_conv", 0, 0, {}]]]}, {"name": "block35_9_ac", "class_name": "Activation", "config": {"name": "block35_9_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block35_9", 0, 0, {}]]]}, {"name": "conv2d_164", "class_name": "Conv2D", "config": {"name": "conv2d_164", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_9_ac", 0, 0, {}]]]}, {"name": "batch_normalization_164", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_164", "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}, "inbound_nodes": [[["conv2d_164", 0, 0, {}]]]}, {"name": "activation_311", "class_name": "Activation", "config": {"name": "activation_311", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_164", 0, 0, {}]]]}, {"name": "conv2d_162", "class_name": "Conv2D", "config": {"name": "conv2d_162", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_9_ac", 0, 0, {}]]]}, {"name": "conv2d_165", "class_name": "Conv2D", "config": {"name": "conv2d_165", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_311", 0, 0, {}]]]}, {"name": "batch_normalization_162", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_162", "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}, "inbound_nodes": [[["conv2d_162", 0, 0, {}]]]}, {"name": "batch_normalization_165", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_165", "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}, "inbound_nodes": [[["conv2d_165", 0, 0, {}]]]}, {"name": "activation_309", "class_name": "Activation", "config": {"name": "activation_309", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_162", 0, 0, {}]]]}, {"name": "activation_312", "class_name": "Activation", "config": {"name": "activation_312", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_165", 0, 0, {}]]]}, {"name": "conv2d_161", "class_name": "Conv2D", "config": {"name": "conv2d_161", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_9_ac", 0, 0, {}]]]}, {"name": "conv2d_163", "class_name": "Conv2D", "config": {"name": "conv2d_163", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_309", 0, 0, {}]]]}, {"name": "conv2d_166", "class_name": "Conv2D", "config": {"name": "conv2d_166", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_312", 0, 0, {}]]]}, {"name": "batch_normalization_161", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_161", "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}, "inbound_nodes": [[["conv2d_161", 0, 0, {}]]]}, {"name": "batch_normalization_163", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_163", "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}, "inbound_nodes": [[["conv2d_163", 0, 0, {}]]]}, {"name": "batch_normalization_166", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_166", "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}, "inbound_nodes": [[["conv2d_166", 0, 0, {}]]]}, {"name": "activation_308", "class_name": "Activation", "config": {"name": "activation_308", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_161", 0, 0, {}]]]}, {"name": "activation_310", "class_name": "Activation", "config": {"name": "activation_310", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_163", 0, 0, {}]]]}, {"name": "activation_313", "class_name": "Activation", "config": {"name": "activation_313", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_166", 0, 0, {}]]]}, {"name": "block35_10_mixed", "class_name": "Concatenate", "config": {"name": "block35_10_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_308", 0, 0, {}], ["activation_310", 0, 0, {}], ["activation_313", 0, 0, {}]]]}, {"name": "block35_10_conv", "class_name": "Conv2D", "config": {"name": "block35_10_conv", "trainable": false, "dtype": "float32", "filters": 320, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_10_mixed", 0, 0, {}]]]}, {"name": "block35_10", "class_name": "Lambda", "config": {"name": "block35_10", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [7, 47, 320], "output_shape_type": "raw", "arguments": {"scale": 0.17}}, "inbound_nodes": [[["block35_9_ac", 0, 0, {}], ["block35_10_conv", 0, 0, {}]]]}, {"name": "block35_10_ac", "class_name": "Activation", "config": {"name": "block35_10_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block35_10", 0, 0, {}]]]}, {"name": "conv2d_168", "class_name": "Conv2D", "config": {"name": "conv2d_168", "trainable": false, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_10_ac", 0, 0, {}]]]}, {"name": "batch_normalization_168", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_168", "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}, "inbound_nodes": [[["conv2d_168", 0, 0, {}]]]}, {"name": "activation_315", "class_name": "Activation", "config": {"name": "activation_315", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_168", 0, 0, {}]]]}, {"name": "conv2d_169", "class_name": "Conv2D", "config": {"name": "conv2d_169", "trainable": false, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_315", 0, 0, {}]]]}, {"name": "batch_normalization_169", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_169", "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}, "inbound_nodes": [[["conv2d_169", 0, 0, {}]]]}, {"name": "activation_316", "class_name": "Activation", "config": {"name": "activation_316", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_169", 0, 0, {}]]]}, {"name": "conv2d_167", "class_name": "Conv2D", "config": {"name": "conv2d_167", "trainable": false, "dtype": "float32", "filters": 384, "kernel_size": [3, 3], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block35_10_ac", 0, 0, {}]]]}, {"name": "conv2d_170", "class_name": "Conv2D", "config": {"name": "conv2d_170", "trainable": false, "dtype": "float32", "filters": 384, "kernel_size": [3, 3], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_316", 0, 0, {}]]]}, {"name": "batch_normalization_167", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_167", "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}, "inbound_nodes": [[["conv2d_167", 0, 0, {}]]]}, {"name": "batch_normalization_170", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_170", "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}, "inbound_nodes": [[["conv2d_170", 0, 0, {}]]]}, {"name": "activation_314", "class_name": "Activation", "config": {"name": "activation_314", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_167", 0, 0, {}]]]}, {"name": "activation_317", "class_name": "Activation", "config": {"name": "activation_317", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_170", 0, 0, {}]]]}, {"name": "max_pooling2d_10", "class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_10", "trainable": false, "dtype": "float32", "pool_size": [3, 3], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}, "inbound_nodes": [[["block35_10_ac", 0, 0, {}]]]}, {"name": "mixed_6a", "class_name": "Concatenate", "config": {"name": "mixed_6a", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_314", 0, 0, {}], ["activation_317", 0, 0, {}], ["max_pooling2d_10", 0, 0, {}]]]}, {"name": "conv2d_172", "class_name": "Conv2D", "config": {"name": "conv2d_172", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed_6a", 0, 0, {}]]]}, {"name": "batch_normalization_172", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_172", "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}, "inbound_nodes": [[["conv2d_172", 0, 0, {}]]]}, {"name": "activation_319", "class_name": "Activation", "config": {"name": "activation_319", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_172", 0, 0, {}]]]}, {"name": "conv2d_173", "class_name": "Conv2D", "config": {"name": "conv2d_173", "trainable": false, "dtype": "float32", "filters": 160, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_319", 0, 0, {}]]]}, {"name": "batch_normalization_173", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_173", "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}, "inbound_nodes": [[["conv2d_173", 0, 0, {}]]]}, {"name": "activation_320", "class_name": "Activation", "config": {"name": "activation_320", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_173", 0, 0, {}]]]}, {"name": "conv2d_171", "class_name": "Conv2D", "config": {"name": "conv2d_171", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed_6a", 0, 0, {}]]]}, {"name": "conv2d_174", "class_name": "Conv2D", "config": {"name": "conv2d_174", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_320", 0, 0, {}]]]}, {"name": "batch_normalization_171", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_171", "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}, "inbound_nodes": [[["conv2d_171", 0, 0, {}]]]}, {"name": "batch_normalization_174", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_174", "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}, "inbound_nodes": [[["conv2d_174", 0, 0, {}]]]}, {"name": "activation_318", "class_name": "Activation", "config": {"name": "activation_318", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_171", 0, 0, {}]]]}, {"name": "activation_321", "class_name": "Activation", "config": {"name": "activation_321", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_174", 0, 0, {}]]]}, {"name": "block17_1_mixed", "class_name": "Concatenate", "config": {"name": "block17_1_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_318", 0, 0, {}], ["activation_321", 0, 0, {}]]]}, {"name": "block17_1_conv", "class_name": "Conv2D", "config": {"name": "block17_1_conv", "trainable": false, "dtype": "float32", "filters": 1088, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_1_mixed", 0, 0, {}]]]}, {"name": "block17_1", "class_name": "Lambda", "config": {"name": "block17_1", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [3, 23, 1088], "output_shape_type": "raw", "arguments": {"scale": 0.1}}, "inbound_nodes": [[["mixed_6a", 0, 0, {}], ["block17_1_conv", 0, 0, {}]]]}, {"name": "block17_1_ac", "class_name": "Activation", "config": {"name": "block17_1_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block17_1", 0, 0, {}]]]}, {"name": "conv2d_176", "class_name": "Conv2D", "config": {"name": "conv2d_176", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_1_ac", 0, 0, {}]]]}, {"name": "batch_normalization_176", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_176", "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}, "inbound_nodes": [[["conv2d_176", 0, 0, {}]]]}, {"name": "activation_323", "class_name": "Activation", "config": {"name": "activation_323", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_176", 0, 0, {}]]]}, {"name": "conv2d_177", "class_name": "Conv2D", "config": {"name": "conv2d_177", "trainable": false, "dtype": "float32", "filters": 160, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_323", 0, 0, {}]]]}, {"name": "batch_normalization_177", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_177", "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}, "inbound_nodes": [[["conv2d_177", 0, 0, {}]]]}, {"name": "activation_324", "class_name": "Activation", "config": {"name": "activation_324", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_177", 0, 0, {}]]]}, {"name": "conv2d_175", "class_name": "Conv2D", "config": {"name": "conv2d_175", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_1_ac", 0, 0, {}]]]}, {"name": "conv2d_178", "class_name": "Conv2D", "config": {"name": "conv2d_178", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_324", 0, 0, {}]]]}, {"name": "batch_normalization_175", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_175", "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}, "inbound_nodes": [[["conv2d_175", 0, 0, {}]]]}, {"name": "batch_normalization_178", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_178", "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}, "inbound_nodes": [[["conv2d_178", 0, 0, {}]]]}, {"name": "activation_322", "class_name": "Activation", "config": {"name": "activation_322", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_175", 0, 0, {}]]]}, {"name": "activation_325", "class_name": "Activation", "config": {"name": "activation_325", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_178", 0, 0, {}]]]}, {"name": "block17_2_mixed", "class_name": "Concatenate", "config": {"name": "block17_2_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_322", 0, 0, {}], ["activation_325", 0, 0, {}]]]}, {"name": "block17_2_conv", "class_name": "Conv2D", "config": {"name": "block17_2_conv", "trainable": false, "dtype": "float32", "filters": 1088, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_2_mixed", 0, 0, {}]]]}, {"name": "block17_2", "class_name": "Lambda", "config": {"name": "block17_2", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [3, 23, 1088], "output_shape_type": "raw", "arguments": {"scale": 0.1}}, "inbound_nodes": [[["block17_1_ac", 0, 0, {}], ["block17_2_conv", 0, 0, {}]]]}, {"name": "block17_2_ac", "class_name": "Activation", "config": {"name": "block17_2_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block17_2", 0, 0, {}]]]}, {"name": "conv2d_180", "class_name": "Conv2D", "config": {"name": "conv2d_180", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_2_ac", 0, 0, {}]]]}, {"name": "batch_normalization_180", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_180", "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}, "inbound_nodes": [[["conv2d_180", 0, 0, {}]]]}, {"name": "activation_327", "class_name": "Activation", "config": {"name": "activation_327", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_180", 0, 0, {}]]]}, {"name": "conv2d_181", "class_name": "Conv2D", "config": {"name": "conv2d_181", "trainable": false, "dtype": "float32", "filters": 160, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_327", 0, 0, {}]]]}, {"name": "batch_normalization_181", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_181", "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}, "inbound_nodes": [[["conv2d_181", 0, 0, {}]]]}, {"name": "activation_328", "class_name": "Activation", "config": {"name": "activation_328", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_181", 0, 0, {}]]]}, {"name": "conv2d_179", "class_name": "Conv2D", "config": {"name": "conv2d_179", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_2_ac", 0, 0, {}]]]}, {"name": "conv2d_182", "class_name": "Conv2D", "config": {"name": "conv2d_182", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_328", 0, 0, {}]]]}, {"name": "batch_normalization_179", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_179", "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}, "inbound_nodes": [[["conv2d_179", 0, 0, {}]]]}, {"name": "batch_normalization_182", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_182", "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}, "inbound_nodes": [[["conv2d_182", 0, 0, {}]]]}, {"name": "activation_326", "class_name": "Activation", "config": {"name": "activation_326", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_179", 0, 0, {}]]]}, {"name": "activation_329", "class_name": "Activation", "config": {"name": "activation_329", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_182", 0, 0, {}]]]}, {"name": "block17_3_mixed", "class_name": "Concatenate", "config": {"name": "block17_3_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_326", 0, 0, {}], ["activation_329", 0, 0, {}]]]}, {"name": "block17_3_conv", "class_name": "Conv2D", "config": {"name": "block17_3_conv", "trainable": false, "dtype": "float32", "filters": 1088, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_3_mixed", 0, 0, {}]]]}, {"name": "block17_3", "class_name": "Lambda", "config": {"name": "block17_3", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [3, 23, 1088], "output_shape_type": "raw", "arguments": {"scale": 0.1}}, "inbound_nodes": [[["block17_2_ac", 0, 0, {}], ["block17_3_conv", 0, 0, {}]]]}, {"name": "block17_3_ac", "class_name": "Activation", "config": {"name": "block17_3_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block17_3", 0, 0, {}]]]}, {"name": "conv2d_184", "class_name": "Conv2D", "config": {"name": "conv2d_184", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_3_ac", 0, 0, {}]]]}, {"name": "batch_normalization_184", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_184", "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}, "inbound_nodes": [[["conv2d_184", 0, 0, {}]]]}, {"name": "activation_331", "class_name": "Activation", "config": {"name": "activation_331", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_184", 0, 0, {}]]]}, {"name": "conv2d_185", "class_name": "Conv2D", "config": {"name": "conv2d_185", "trainable": false, "dtype": "float32", "filters": 160, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_331", 0, 0, {}]]]}, {"name": "batch_normalization_185", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_185", "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}, "inbound_nodes": [[["conv2d_185", 0, 0, {}]]]}, {"name": "activation_332", "class_name": "Activation", "config": {"name": "activation_332", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_185", 0, 0, {}]]]}, {"name": "conv2d_183", "class_name": "Conv2D", "config": {"name": "conv2d_183", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_3_ac", 0, 0, {}]]]}, {"name": "conv2d_186", "class_name": "Conv2D", "config": {"name": "conv2d_186", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_332", 0, 0, {}]]]}, {"name": "batch_normalization_183", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_183", "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}, "inbound_nodes": [[["conv2d_183", 0, 0, {}]]]}, {"name": "batch_normalization_186", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_186", "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}, "inbound_nodes": [[["conv2d_186", 0, 0, {}]]]}, {"name": "activation_330", "class_name": "Activation", "config": {"name": "activation_330", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_183", 0, 0, {}]]]}, {"name": "activation_333", "class_name": "Activation", "config": {"name": "activation_333", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_186", 0, 0, {}]]]}, {"name": "block17_4_mixed", "class_name": "Concatenate", "config": {"name": "block17_4_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_330", 0, 0, {}], ["activation_333", 0, 0, {}]]]}, {"name": "block17_4_conv", "class_name": "Conv2D", "config": {"name": "block17_4_conv", "trainable": false, "dtype": "float32", "filters": 1088, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_4_mixed", 0, 0, {}]]]}, {"name": "block17_4", "class_name": "Lambda", "config": {"name": "block17_4", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [3, 23, 1088], "output_shape_type": "raw", "arguments": {"scale": 0.1}}, "inbound_nodes": [[["block17_3_ac", 0, 0, {}], ["block17_4_conv", 0, 0, {}]]]}, {"name": "block17_4_ac", "class_name": "Activation", "config": {"name": "block17_4_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block17_4", 0, 0, {}]]]}, {"name": "conv2d_188", "class_name": "Conv2D", "config": {"name": "conv2d_188", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_4_ac", 0, 0, {}]]]}, {"name": "batch_normalization_188", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_188", "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}, "inbound_nodes": [[["conv2d_188", 0, 0, {}]]]}, {"name": "activation_335", "class_name": "Activation", "config": {"name": "activation_335", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_188", 0, 0, {}]]]}, {"name": "conv2d_189", "class_name": "Conv2D", "config": {"name": "conv2d_189", "trainable": false, "dtype": "float32", "filters": 160, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_335", 0, 0, {}]]]}, {"name": "batch_normalization_189", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_189", "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}, "inbound_nodes": [[["conv2d_189", 0, 0, {}]]]}, {"name": "activation_336", "class_name": "Activation", "config": {"name": "activation_336", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_189", 0, 0, {}]]]}, {"name": "conv2d_187", "class_name": "Conv2D", "config": {"name": "conv2d_187", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_4_ac", 0, 0, {}]]]}, {"name": "conv2d_190", "class_name": "Conv2D", "config": {"name": "conv2d_190", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_336", 0, 0, {}]]]}, {"name": "batch_normalization_187", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_187", "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}, "inbound_nodes": [[["conv2d_187", 0, 0, {}]]]}, {"name": "batch_normalization_190", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_190", "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}, "inbound_nodes": [[["conv2d_190", 0, 0, {}]]]}, {"name": "activation_334", "class_name": "Activation", "config": {"name": "activation_334", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_187", 0, 0, {}]]]}, {"name": "activation_337", "class_name": "Activation", "config": {"name": "activation_337", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_190", 0, 0, {}]]]}, {"name": "block17_5_mixed", "class_name": "Concatenate", "config": {"name": "block17_5_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_334", 0, 0, {}], ["activation_337", 0, 0, {}]]]}, {"name": "block17_5_conv", "class_name": "Conv2D", "config": {"name": "block17_5_conv", "trainable": false, "dtype": "float32", "filters": 1088, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_5_mixed", 0, 0, {}]]]}, {"name": "block17_5", "class_name": "Lambda", "config": {"name": "block17_5", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [3, 23, 1088], "output_shape_type": "raw", "arguments": {"scale": 0.1}}, "inbound_nodes": [[["block17_4_ac", 0, 0, {}], ["block17_5_conv", 0, 0, {}]]]}, {"name": "block17_5_ac", "class_name": "Activation", "config": {"name": "block17_5_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block17_5", 0, 0, {}]]]}, {"name": "conv2d_192", "class_name": "Conv2D", "config": {"name": "conv2d_192", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_5_ac", 0, 0, {}]]]}, {"name": "batch_normalization_192", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_192", "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}, "inbound_nodes": [[["conv2d_192", 0, 0, {}]]]}, {"name": "activation_339", "class_name": "Activation", "config": {"name": "activation_339", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_192", 0, 0, {}]]]}, {"name": "conv2d_193", "class_name": "Conv2D", "config": {"name": "conv2d_193", "trainable": false, "dtype": "float32", "filters": 160, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_339", 0, 0, {}]]]}, {"name": "batch_normalization_193", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_193", "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}, "inbound_nodes": [[["conv2d_193", 0, 0, {}]]]}, {"name": "activation_340", "class_name": "Activation", "config": {"name": "activation_340", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_193", 0, 0, {}]]]}, {"name": "conv2d_191", "class_name": "Conv2D", "config": {"name": "conv2d_191", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_5_ac", 0, 0, {}]]]}, {"name": "conv2d_194", "class_name": "Conv2D", "config": {"name": "conv2d_194", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_340", 0, 0, {}]]]}, {"name": "batch_normalization_191", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_191", "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}, "inbound_nodes": [[["conv2d_191", 0, 0, {}]]]}, {"name": "batch_normalization_194", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_194", "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}, "inbound_nodes": [[["conv2d_194", 0, 0, {}]]]}, {"name": "activation_338", "class_name": "Activation", "config": {"name": "activation_338", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_191", 0, 0, {}]]]}, {"name": "activation_341", "class_name": "Activation", "config": {"name": "activation_341", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_194", 0, 0, {}]]]}, {"name": "block17_6_mixed", "class_name": "Concatenate", "config": {"name": "block17_6_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_338", 0, 0, {}], ["activation_341", 0, 0, {}]]]}, {"name": "block17_6_conv", "class_name": "Conv2D", "config": {"name": "block17_6_conv", "trainable": false, "dtype": "float32", "filters": 1088, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_6_mixed", 0, 0, {}]]]}, {"name": "block17_6", "class_name": "Lambda", "config": {"name": "block17_6", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [3, 23, 1088], "output_shape_type": "raw", "arguments": {"scale": 0.1}}, "inbound_nodes": [[["block17_5_ac", 0, 0, {}], ["block17_6_conv", 0, 0, {}]]]}, {"name": "block17_6_ac", "class_name": "Activation", "config": {"name": "block17_6_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block17_6", 0, 0, {}]]]}, {"name": "conv2d_196", "class_name": "Conv2D", "config": {"name": "conv2d_196", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_6_ac", 0, 0, {}]]]}, {"name": "batch_normalization_196", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_196", "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}, "inbound_nodes": [[["conv2d_196", 0, 0, {}]]]}, {"name": "activation_343", "class_name": "Activation", "config": {"name": "activation_343", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_196", 0, 0, {}]]]}, {"name": "conv2d_197", "class_name": "Conv2D", "config": {"name": "conv2d_197", "trainable": false, "dtype": "float32", "filters": 160, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_343", 0, 0, {}]]]}, {"name": "batch_normalization_197", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_197", "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}, "inbound_nodes": [[["conv2d_197", 0, 0, {}]]]}, {"name": "activation_344", "class_name": "Activation", "config": {"name": "activation_344", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_197", 0, 0, {}]]]}, {"name": "conv2d_195", "class_name": "Conv2D", "config": {"name": "conv2d_195", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_6_ac", 0, 0, {}]]]}, {"name": "conv2d_198", "class_name": "Conv2D", "config": {"name": "conv2d_198", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_344", 0, 0, {}]]]}, {"name": "batch_normalization_195", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_195", "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}, "inbound_nodes": [[["conv2d_195", 0, 0, {}]]]}, {"name": "batch_normalization_198", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_198", "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}, "inbound_nodes": [[["conv2d_198", 0, 0, {}]]]}, {"name": "activation_342", "class_name": "Activation", "config": {"name": "activation_342", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_195", 0, 0, {}]]]}, {"name": "activation_345", "class_name": "Activation", "config": {"name": "activation_345", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_198", 0, 0, {}]]]}, {"name": "block17_7_mixed", "class_name": "Concatenate", "config": {"name": "block17_7_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_342", 0, 0, {}], ["activation_345", 0, 0, {}]]]}, {"name": "block17_7_conv", "class_name": "Conv2D", "config": {"name": "block17_7_conv", "trainable": false, "dtype": "float32", "filters": 1088, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_7_mixed", 0, 0, {}]]]}, {"name": "block17_7", "class_name": "Lambda", "config": {"name": "block17_7", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [3, 23, 1088], "output_shape_type": "raw", "arguments": {"scale": 0.1}}, "inbound_nodes": [[["block17_6_ac", 0, 0, {}], ["block17_7_conv", 0, 0, {}]]]}, {"name": "block17_7_ac", "class_name": "Activation", "config": {"name": "block17_7_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block17_7", 0, 0, {}]]]}, {"name": "conv2d_200", "class_name": "Conv2D", "config": {"name": "conv2d_200", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_7_ac", 0, 0, {}]]]}, {"name": "batch_normalization_200", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_200", "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}, "inbound_nodes": [[["conv2d_200", 0, 0, {}]]]}, {"name": "activation_347", "class_name": "Activation", "config": {"name": "activation_347", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_200", 0, 0, {}]]]}, {"name": "conv2d_201", "class_name": "Conv2D", "config": {"name": "conv2d_201", "trainable": false, "dtype": "float32", "filters": 160, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_347", 0, 0, {}]]]}, {"name": "batch_normalization_201", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_201", "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}, "inbound_nodes": [[["conv2d_201", 0, 0, {}]]]}, {"name": "activation_348", "class_name": "Activation", "config": {"name": "activation_348", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_201", 0, 0, {}]]]}, {"name": "conv2d_199", "class_name": "Conv2D", "config": {"name": "conv2d_199", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_7_ac", 0, 0, {}]]]}, {"name": "conv2d_202", "class_name": "Conv2D", "config": {"name": "conv2d_202", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_348", 0, 0, {}]]]}, {"name": "batch_normalization_199", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_199", "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}, "inbound_nodes": [[["conv2d_199", 0, 0, {}]]]}, {"name": "batch_normalization_202", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_202", "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}, "inbound_nodes": [[["conv2d_202", 0, 0, {}]]]}, {"name": "activation_346", "class_name": "Activation", "config": {"name": "activation_346", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_199", 0, 0, {}]]]}, {"name": "activation_349", "class_name": "Activation", "config": {"name": "activation_349", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_202", 0, 0, {}]]]}, {"name": "block17_8_mixed", "class_name": "Concatenate", "config": {"name": "block17_8_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_346", 0, 0, {}], ["activation_349", 0, 0, {}]]]}, {"name": "block17_8_conv", "class_name": "Conv2D", "config": {"name": "block17_8_conv", "trainable": false, "dtype": "float32", "filters": 1088, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_8_mixed", 0, 0, {}]]]}, {"name": "block17_8", "class_name": "Lambda", "config": {"name": "block17_8", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [3, 23, 1088], "output_shape_type": "raw", "arguments": {"scale": 0.1}}, "inbound_nodes": [[["block17_7_ac", 0, 0, {}], ["block17_8_conv", 0, 0, {}]]]}, {"name": "block17_8_ac", "class_name": "Activation", "config": {"name": "block17_8_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block17_8", 0, 0, {}]]]}, {"name": "conv2d_204", "class_name": "Conv2D", "config": {"name": "conv2d_204", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_8_ac", 0, 0, {}]]]}, {"name": "batch_normalization_204", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_204", "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}, "inbound_nodes": [[["conv2d_204", 0, 0, {}]]]}, {"name": "activation_351", "class_name": "Activation", "config": {"name": "activation_351", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_204", 0, 0, {}]]]}, {"name": "conv2d_205", "class_name": "Conv2D", "config": {"name": "conv2d_205", "trainable": false, "dtype": "float32", "filters": 160, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_351", 0, 0, {}]]]}, {"name": "batch_normalization_205", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_205", "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}, "inbound_nodes": [[["conv2d_205", 0, 0, {}]]]}, {"name": "activation_352", "class_name": "Activation", "config": {"name": "activation_352", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_205", 0, 0, {}]]]}, {"name": "conv2d_203", "class_name": "Conv2D", "config": {"name": "conv2d_203", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_8_ac", 0, 0, {}]]]}, {"name": "conv2d_206", "class_name": "Conv2D", "config": {"name": "conv2d_206", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_352", 0, 0, {}]]]}, {"name": "batch_normalization_203", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_203", "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}, "inbound_nodes": [[["conv2d_203", 0, 0, {}]]]}, {"name": "batch_normalization_206", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_206", "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}, "inbound_nodes": [[["conv2d_206", 0, 0, {}]]]}, {"name": "activation_350", "class_name": "Activation", "config": {"name": "activation_350", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_203", 0, 0, {}]]]}, {"name": "activation_353", "class_name": "Activation", "config": {"name": "activation_353", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_206", 0, 0, {}]]]}, {"name": "block17_9_mixed", "class_name": "Concatenate", "config": {"name": "block17_9_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_350", 0, 0, {}], ["activation_353", 0, 0, {}]]]}, {"name": "block17_9_conv", "class_name": "Conv2D", "config": {"name": "block17_9_conv", "trainable": false, "dtype": "float32", "filters": 1088, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_9_mixed", 0, 0, {}]]]}, {"name": "block17_9", "class_name": "Lambda", "config": {"name": "block17_9", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [3, 23, 1088], "output_shape_type": "raw", "arguments": {"scale": 0.1}}, "inbound_nodes": [[["block17_8_ac", 0, 0, {}], ["block17_9_conv", 0, 0, {}]]]}, {"name": "block17_9_ac", "class_name": "Activation", "config": {"name": "block17_9_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block17_9", 0, 0, {}]]]}, {"name": "conv2d_208", "class_name": "Conv2D", "config": {"name": "conv2d_208", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_9_ac", 0, 0, {}]]]}, {"name": "batch_normalization_208", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_208", "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}, "inbound_nodes": [[["conv2d_208", 0, 0, {}]]]}, {"name": "activation_355", "class_name": "Activation", "config": {"name": "activation_355", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_208", 0, 0, {}]]]}, {"name": "conv2d_209", "class_name": "Conv2D", "config": {"name": "conv2d_209", "trainable": false, "dtype": "float32", "filters": 160, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_355", 0, 0, {}]]]}, {"name": "batch_normalization_209", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_209", "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}, "inbound_nodes": [[["conv2d_209", 0, 0, {}]]]}, {"name": "activation_356", "class_name": "Activation", "config": {"name": "activation_356", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_209", 0, 0, {}]]]}, {"name": "conv2d_207", "class_name": "Conv2D", "config": {"name": "conv2d_207", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_9_ac", 0, 0, {}]]]}, {"name": "conv2d_210", "class_name": "Conv2D", "config": {"name": "conv2d_210", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_356", 0, 0, {}]]]}, {"name": "batch_normalization_207", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_207", "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}, "inbound_nodes": [[["conv2d_207", 0, 0, {}]]]}, {"name": "batch_normalization_210", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_210", "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}, "inbound_nodes": [[["conv2d_210", 0, 0, {}]]]}, {"name": "activation_354", "class_name": "Activation", "config": {"name": "activation_354", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_207", 0, 0, {}]]]}, {"name": "activation_357", "class_name": "Activation", "config": {"name": "activation_357", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_210", 0, 0, {}]]]}, {"name": "block17_10_mixed", "class_name": "Concatenate", "config": {"name": "block17_10_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_354", 0, 0, {}], ["activation_357", 0, 0, {}]]]}, {"name": "block17_10_conv", "class_name": "Conv2D", "config": {"name": "block17_10_conv", "trainable": false, "dtype": "float32", "filters": 1088, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_10_mixed", 0, 0, {}]]]}, {"name": "block17_10", "class_name": "Lambda", "config": {"name": "block17_10", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [3, 23, 1088], "output_shape_type": "raw", "arguments": {"scale": 0.1}}, "inbound_nodes": [[["block17_9_ac", 0, 0, {}], ["block17_10_conv", 0, 0, {}]]]}, {"name": "block17_10_ac", "class_name": "Activation", "config": {"name": "block17_10_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block17_10", 0, 0, {}]]]}, {"name": "conv2d_212", "class_name": "Conv2D", "config": {"name": "conv2d_212", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_10_ac", 0, 0, {}]]]}, {"name": "batch_normalization_212", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_212", "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}, "inbound_nodes": [[["conv2d_212", 0, 0, {}]]]}, {"name": "activation_359", "class_name": "Activation", "config": {"name": "activation_359", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_212", 0, 0, {}]]]}, {"name": "conv2d_213", "class_name": "Conv2D", "config": {"name": "conv2d_213", "trainable": false, "dtype": "float32", "filters": 160, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_359", 0, 0, {}]]]}, {"name": "batch_normalization_213", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_213", "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}, "inbound_nodes": [[["conv2d_213", 0, 0, {}]]]}, {"name": "activation_360", "class_name": "Activation", "config": {"name": "activation_360", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_213", 0, 0, {}]]]}, {"name": "conv2d_211", "class_name": "Conv2D", "config": {"name": "conv2d_211", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_10_ac", 0, 0, {}]]]}, {"name": "conv2d_214", "class_name": "Conv2D", "config": {"name": "conv2d_214", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_360", 0, 0, {}]]]}, {"name": "batch_normalization_211", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_211", "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}, "inbound_nodes": [[["conv2d_211", 0, 0, {}]]]}, {"name": "batch_normalization_214", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_214", "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}, "inbound_nodes": [[["conv2d_214", 0, 0, {}]]]}, {"name": "activation_358", "class_name": "Activation", "config": {"name": "activation_358", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_211", 0, 0, {}]]]}, {"name": "activation_361", "class_name": "Activation", "config": {"name": "activation_361", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_214", 0, 0, {}]]]}, {"name": "block17_11_mixed", "class_name": "Concatenate", "config": {"name": "block17_11_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_358", 0, 0, {}], ["activation_361", 0, 0, {}]]]}, {"name": "block17_11_conv", "class_name": "Conv2D", "config": {"name": "block17_11_conv", "trainable": false, "dtype": "float32", "filters": 1088, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_11_mixed", 0, 0, {}]]]}, {"name": "block17_11", "class_name": "Lambda", "config": {"name": "block17_11", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [3, 23, 1088], "output_shape_type": "raw", "arguments": {"scale": 0.1}}, "inbound_nodes": [[["block17_10_ac", 0, 0, {}], ["block17_11_conv", 0, 0, {}]]]}, {"name": "block17_11_ac", "class_name": "Activation", "config": {"name": "block17_11_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block17_11", 0, 0, {}]]]}, {"name": "conv2d_216", "class_name": "Conv2D", "config": {"name": "conv2d_216", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_11_ac", 0, 0, {}]]]}, {"name": "batch_normalization_216", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_216", "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}, "inbound_nodes": [[["conv2d_216", 0, 0, {}]]]}, {"name": "activation_363", "class_name": "Activation", "config": {"name": "activation_363", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_216", 0, 0, {}]]]}, {"name": "conv2d_217", "class_name": "Conv2D", "config": {"name": "conv2d_217", "trainable": false, "dtype": "float32", "filters": 160, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_363", 0, 0, {}]]]}, {"name": "batch_normalization_217", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_217", "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}, "inbound_nodes": [[["conv2d_217", 0, 0, {}]]]}, {"name": "activation_364", "class_name": "Activation", "config": {"name": "activation_364", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_217", 0, 0, {}]]]}, {"name": "conv2d_215", "class_name": "Conv2D", "config": {"name": "conv2d_215", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_11_ac", 0, 0, {}]]]}, {"name": "conv2d_218", "class_name": "Conv2D", "config": {"name": "conv2d_218", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_364", 0, 0, {}]]]}, {"name": "batch_normalization_215", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_215", "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}, "inbound_nodes": [[["conv2d_215", 0, 0, {}]]]}, {"name": "batch_normalization_218", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_218", "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}, "inbound_nodes": [[["conv2d_218", 0, 0, {}]]]}, {"name": "activation_362", "class_name": "Activation", "config": {"name": "activation_362", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_215", 0, 0, {}]]]}, {"name": "activation_365", "class_name": "Activation", "config": {"name": "activation_365", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_218", 0, 0, {}]]]}, {"name": "block17_12_mixed", "class_name": "Concatenate", "config": {"name": "block17_12_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_362", 0, 0, {}], ["activation_365", 0, 0, {}]]]}, {"name": "block17_12_conv", "class_name": "Conv2D", "config": {"name": "block17_12_conv", "trainable": false, "dtype": "float32", "filters": 1088, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_12_mixed", 0, 0, {}]]]}, {"name": "block17_12", "class_name": "Lambda", "config": {"name": "block17_12", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [3, 23, 1088], "output_shape_type": "raw", "arguments": {"scale": 0.1}}, "inbound_nodes": [[["block17_11_ac", 0, 0, {}], ["block17_12_conv", 0, 0, {}]]]}, {"name": "block17_12_ac", "class_name": "Activation", "config": {"name": "block17_12_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block17_12", 0, 0, {}]]]}, {"name": "conv2d_220", "class_name": "Conv2D", "config": {"name": "conv2d_220", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_12_ac", 0, 0, {}]]]}, {"name": "batch_normalization_220", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_220", "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}, "inbound_nodes": [[["conv2d_220", 0, 0, {}]]]}, {"name": "activation_367", "class_name": "Activation", "config": {"name": "activation_367", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_220", 0, 0, {}]]]}, {"name": "conv2d_221", "class_name": "Conv2D", "config": {"name": "conv2d_221", "trainable": false, "dtype": "float32", "filters": 160, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_367", 0, 0, {}]]]}, {"name": "batch_normalization_221", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_221", "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}, "inbound_nodes": [[["conv2d_221", 0, 0, {}]]]}, {"name": "activation_368", "class_name": "Activation", "config": {"name": "activation_368", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_221", 0, 0, {}]]]}, {"name": "conv2d_219", "class_name": "Conv2D", "config": {"name": "conv2d_219", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_12_ac", 0, 0, {}]]]}, {"name": "conv2d_222", "class_name": "Conv2D", "config": {"name": "conv2d_222", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_368", 0, 0, {}]]]}, {"name": "batch_normalization_219", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_219", "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}, "inbound_nodes": [[["conv2d_219", 0, 0, {}]]]}, {"name": "batch_normalization_222", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_222", "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}, "inbound_nodes": [[["conv2d_222", 0, 0, {}]]]}, {"name": "activation_366", "class_name": "Activation", "config": {"name": "activation_366", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_219", 0, 0, {}]]]}, {"name": "activation_369", "class_name": "Activation", "config": {"name": "activation_369", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_222", 0, 0, {}]]]}, {"name": "block17_13_mixed", "class_name": "Concatenate", "config": {"name": "block17_13_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_366", 0, 0, {}], ["activation_369", 0, 0, {}]]]}, {"name": "block17_13_conv", "class_name": "Conv2D", "config": {"name": "block17_13_conv", "trainable": false, "dtype": "float32", "filters": 1088, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_13_mixed", 0, 0, {}]]]}, {"name": "block17_13", "class_name": "Lambda", "config": {"name": "block17_13", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [3, 23, 1088], "output_shape_type": "raw", "arguments": {"scale": 0.1}}, "inbound_nodes": [[["block17_12_ac", 0, 0, {}], ["block17_13_conv", 0, 0, {}]]]}, {"name": "block17_13_ac", "class_name": "Activation", "config": {"name": "block17_13_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block17_13", 0, 0, {}]]]}, {"name": "conv2d_224", "class_name": "Conv2D", "config": {"name": "conv2d_224", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_13_ac", 0, 0, {}]]]}, {"name": "batch_normalization_224", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_224", "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}, "inbound_nodes": [[["conv2d_224", 0, 0, {}]]]}, {"name": "activation_371", "class_name": "Activation", "config": {"name": "activation_371", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_224", 0, 0, {}]]]}, {"name": "conv2d_225", "class_name": "Conv2D", "config": {"name": "conv2d_225", "trainable": false, "dtype": "float32", "filters": 160, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_371", 0, 0, {}]]]}, {"name": "batch_normalization_225", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_225", "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}, "inbound_nodes": [[["conv2d_225", 0, 0, {}]]]}, {"name": "activation_372", "class_name": "Activation", "config": {"name": "activation_372", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_225", 0, 0, {}]]]}, {"name": "conv2d_223", "class_name": "Conv2D", "config": {"name": "conv2d_223", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_13_ac", 0, 0, {}]]]}, {"name": "conv2d_226", "class_name": "Conv2D", "config": {"name": "conv2d_226", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_372", 0, 0, {}]]]}, {"name": "batch_normalization_223", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_223", "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}, "inbound_nodes": [[["conv2d_223", 0, 0, {}]]]}, {"name": "batch_normalization_226", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_226", "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}, "inbound_nodes": [[["conv2d_226", 0, 0, {}]]]}, {"name": "activation_370", "class_name": "Activation", "config": {"name": "activation_370", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_223", 0, 0, {}]]]}, {"name": "activation_373", "class_name": "Activation", "config": {"name": "activation_373", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_226", 0, 0, {}]]]}, {"name": "block17_14_mixed", "class_name": "Concatenate", "config": {"name": "block17_14_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_370", 0, 0, {}], ["activation_373", 0, 0, {}]]]}, {"name": "block17_14_conv", "class_name": "Conv2D", "config": {"name": "block17_14_conv", "trainable": false, "dtype": "float32", "filters": 1088, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_14_mixed", 0, 0, {}]]]}, {"name": "block17_14", "class_name": "Lambda", "config": {"name": "block17_14", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [3, 23, 1088], "output_shape_type": "raw", "arguments": {"scale": 0.1}}, "inbound_nodes": [[["block17_13_ac", 0, 0, {}], ["block17_14_conv", 0, 0, {}]]]}, {"name": "block17_14_ac", "class_name": "Activation", "config": {"name": "block17_14_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block17_14", 0, 0, {}]]]}, {"name": "conv2d_228", "class_name": "Conv2D", "config": {"name": "conv2d_228", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_14_ac", 0, 0, {}]]]}, {"name": "batch_normalization_228", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_228", "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}, "inbound_nodes": [[["conv2d_228", 0, 0, {}]]]}, {"name": "activation_375", "class_name": "Activation", "config": {"name": "activation_375", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_228", 0, 0, {}]]]}, {"name": "conv2d_229", "class_name": "Conv2D", "config": {"name": "conv2d_229", "trainable": false, "dtype": "float32", "filters": 160, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_375", 0, 0, {}]]]}, {"name": "batch_normalization_229", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_229", "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}, "inbound_nodes": [[["conv2d_229", 0, 0, {}]]]}, {"name": "activation_376", "class_name": "Activation", "config": {"name": "activation_376", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_229", 0, 0, {}]]]}, {"name": "conv2d_227", "class_name": "Conv2D", "config": {"name": "conv2d_227", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_14_ac", 0, 0, {}]]]}, {"name": "conv2d_230", "class_name": "Conv2D", "config": {"name": "conv2d_230", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_376", 0, 0, {}]]]}, {"name": "batch_normalization_227", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_227", "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}, "inbound_nodes": [[["conv2d_227", 0, 0, {}]]]}, {"name": "batch_normalization_230", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_230", "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}, "inbound_nodes": [[["conv2d_230", 0, 0, {}]]]}, {"name": "activation_374", "class_name": "Activation", "config": {"name": "activation_374", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_227", 0, 0, {}]]]}, {"name": "activation_377", "class_name": "Activation", "config": {"name": "activation_377", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_230", 0, 0, {}]]]}, {"name": "block17_15_mixed", "class_name": "Concatenate", "config": {"name": "block17_15_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_374", 0, 0, {}], ["activation_377", 0, 0, {}]]]}, {"name": "block17_15_conv", "class_name": "Conv2D", "config": {"name": "block17_15_conv", "trainable": false, "dtype": "float32", "filters": 1088, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_15_mixed", 0, 0, {}]]]}, {"name": "block17_15", "class_name": "Lambda", "config": {"name": "block17_15", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [3, 23, 1088], "output_shape_type": "raw", "arguments": {"scale": 0.1}}, "inbound_nodes": [[["block17_14_ac", 0, 0, {}], ["block17_15_conv", 0, 0, {}]]]}, {"name": "block17_15_ac", "class_name": "Activation", "config": {"name": "block17_15_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block17_15", 0, 0, {}]]]}, {"name": "conv2d_232", "class_name": "Conv2D", "config": {"name": "conv2d_232", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_15_ac", 0, 0, {}]]]}, {"name": "batch_normalization_232", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_232", "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}, "inbound_nodes": [[["conv2d_232", 0, 0, {}]]]}, {"name": "activation_379", "class_name": "Activation", "config": {"name": "activation_379", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_232", 0, 0, {}]]]}, {"name": "conv2d_233", "class_name": "Conv2D", "config": {"name": "conv2d_233", "trainable": false, "dtype": "float32", "filters": 160, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_379", 0, 0, {}]]]}, {"name": "batch_normalization_233", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_233", "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}, "inbound_nodes": [[["conv2d_233", 0, 0, {}]]]}, {"name": "activation_380", "class_name": "Activation", "config": {"name": "activation_380", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_233", 0, 0, {}]]]}, {"name": "conv2d_231", "class_name": "Conv2D", "config": {"name": "conv2d_231", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_15_ac", 0, 0, {}]]]}, {"name": "conv2d_234", "class_name": "Conv2D", "config": {"name": "conv2d_234", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_380", 0, 0, {}]]]}, {"name": "batch_normalization_231", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_231", "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}, "inbound_nodes": [[["conv2d_231", 0, 0, {}]]]}, {"name": "batch_normalization_234", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_234", "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}, "inbound_nodes": [[["conv2d_234", 0, 0, {}]]]}, {"name": "activation_378", "class_name": "Activation", "config": {"name": "activation_378", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_231", 0, 0, {}]]]}, {"name": "activation_381", "class_name": "Activation", "config": {"name": "activation_381", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_234", 0, 0, {}]]]}, {"name": "block17_16_mixed", "class_name": "Concatenate", "config": {"name": "block17_16_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_378", 0, 0, {}], ["activation_381", 0, 0, {}]]]}, {"name": "block17_16_conv", "class_name": "Conv2D", "config": {"name": "block17_16_conv", "trainable": false, "dtype": "float32", "filters": 1088, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_16_mixed", 0, 0, {}]]]}, {"name": "block17_16", "class_name": "Lambda", "config": {"name": "block17_16", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [3, 23, 1088], "output_shape_type": "raw", "arguments": {"scale": 0.1}}, "inbound_nodes": [[["block17_15_ac", 0, 0, {}], ["block17_16_conv", 0, 0, {}]]]}, {"name": "block17_16_ac", "class_name": "Activation", "config": {"name": "block17_16_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block17_16", 0, 0, {}]]]}, {"name": "conv2d_236", "class_name": "Conv2D", "config": {"name": "conv2d_236", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_16_ac", 0, 0, {}]]]}, {"name": "batch_normalization_236", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_236", "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}, "inbound_nodes": [[["conv2d_236", 0, 0, {}]]]}, {"name": "activation_383", "class_name": "Activation", "config": {"name": "activation_383", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_236", 0, 0, {}]]]}, {"name": "conv2d_237", "class_name": "Conv2D", "config": {"name": "conv2d_237", "trainable": false, "dtype": "float32", "filters": 160, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_383", 0, 0, {}]]]}, {"name": "batch_normalization_237", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_237", "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}, "inbound_nodes": [[["conv2d_237", 0, 0, {}]]]}, {"name": "activation_384", "class_name": "Activation", "config": {"name": "activation_384", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_237", 0, 0, {}]]]}, {"name": "conv2d_235", "class_name": "Conv2D", "config": {"name": "conv2d_235", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_16_ac", 0, 0, {}]]]}, {"name": "conv2d_238", "class_name": "Conv2D", "config": {"name": "conv2d_238", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_384", 0, 0, {}]]]}, {"name": "batch_normalization_235", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_235", "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}, "inbound_nodes": [[["conv2d_235", 0, 0, {}]]]}, {"name": "batch_normalization_238", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_238", "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}, "inbound_nodes": [[["conv2d_238", 0, 0, {}]]]}, {"name": "activation_382", "class_name": "Activation", "config": {"name": "activation_382", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_235", 0, 0, {}]]]}, {"name": "activation_385", "class_name": "Activation", "config": {"name": "activation_385", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_238", 0, 0, {}]]]}, {"name": "block17_17_mixed", "class_name": "Concatenate", "config": {"name": "block17_17_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_382", 0, 0, {}], ["activation_385", 0, 0, {}]]]}, {"name": "block17_17_conv", "class_name": "Conv2D", "config": {"name": "block17_17_conv", "trainable": false, "dtype": "float32", "filters": 1088, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_17_mixed", 0, 0, {}]]]}, {"name": "block17_17", "class_name": "Lambda", "config": {"name": "block17_17", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [3, 23, 1088], "output_shape_type": "raw", "arguments": {"scale": 0.1}}, "inbound_nodes": [[["block17_16_ac", 0, 0, {}], ["block17_17_conv", 0, 0, {}]]]}, {"name": "block17_17_ac", "class_name": "Activation", "config": {"name": "block17_17_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block17_17", 0, 0, {}]]]}, {"name": "conv2d_240", "class_name": "Conv2D", "config": {"name": "conv2d_240", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_17_ac", 0, 0, {}]]]}, {"name": "batch_normalization_240", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_240", "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}, "inbound_nodes": [[["conv2d_240", 0, 0, {}]]]}, {"name": "activation_387", "class_name": "Activation", "config": {"name": "activation_387", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_240", 0, 0, {}]]]}, {"name": "conv2d_241", "class_name": "Conv2D", "config": {"name": "conv2d_241", "trainable": false, "dtype": "float32", "filters": 160, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_387", 0, 0, {}]]]}, {"name": "batch_normalization_241", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_241", "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}, "inbound_nodes": [[["conv2d_241", 0, 0, {}]]]}, {"name": "activation_388", "class_name": "Activation", "config": {"name": "activation_388", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_241", 0, 0, {}]]]}, {"name": "conv2d_239", "class_name": "Conv2D", "config": {"name": "conv2d_239", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_17_ac", 0, 0, {}]]]}, {"name": "conv2d_242", "class_name": "Conv2D", "config": {"name": "conv2d_242", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_388", 0, 0, {}]]]}, {"name": "batch_normalization_239", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_239", "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}, "inbound_nodes": [[["conv2d_239", 0, 0, {}]]]}, {"name": "batch_normalization_242", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_242", "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}, "inbound_nodes": [[["conv2d_242", 0, 0, {}]]]}, {"name": "activation_386", "class_name": "Activation", "config": {"name": "activation_386", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_239", 0, 0, {}]]]}, {"name": "activation_389", "class_name": "Activation", "config": {"name": "activation_389", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_242", 0, 0, {}]]]}, {"name": "block17_18_mixed", "class_name": "Concatenate", "config": {"name": "block17_18_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_386", 0, 0, {}], ["activation_389", 0, 0, {}]]]}, {"name": "block17_18_conv", "class_name": "Conv2D", "config": {"name": "block17_18_conv", "trainable": false, "dtype": "float32", "filters": 1088, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_18_mixed", 0, 0, {}]]]}, {"name": "block17_18", "class_name": "Lambda", "config": {"name": "block17_18", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [3, 23, 1088], "output_shape_type": "raw", "arguments": {"scale": 0.1}}, "inbound_nodes": [[["block17_17_ac", 0, 0, {}], ["block17_18_conv", 0, 0, {}]]]}, {"name": "block17_18_ac", "class_name": "Activation", "config": {"name": "block17_18_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block17_18", 0, 0, {}]]]}, {"name": "conv2d_244", "class_name": "Conv2D", "config": {"name": "conv2d_244", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_18_ac", 0, 0, {}]]]}, {"name": "batch_normalization_244", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_244", "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}, "inbound_nodes": [[["conv2d_244", 0, 0, {}]]]}, {"name": "activation_391", "class_name": "Activation", "config": {"name": "activation_391", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_244", 0, 0, {}]]]}, {"name": "conv2d_245", "class_name": "Conv2D", "config": {"name": "conv2d_245", "trainable": false, "dtype": "float32", "filters": 160, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_391", 0, 0, {}]]]}, {"name": "batch_normalization_245", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_245", "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}, "inbound_nodes": [[["conv2d_245", 0, 0, {}]]]}, {"name": "activation_392", "class_name": "Activation", "config": {"name": "activation_392", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_245", 0, 0, {}]]]}, {"name": "conv2d_243", "class_name": "Conv2D", "config": {"name": "conv2d_243", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_18_ac", 0, 0, {}]]]}, {"name": "conv2d_246", "class_name": "Conv2D", "config": {"name": "conv2d_246", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_392", 0, 0, {}]]]}, {"name": "batch_normalization_243", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_243", "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}, "inbound_nodes": [[["conv2d_243", 0, 0, {}]]]}, {"name": "batch_normalization_246", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_246", "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}, "inbound_nodes": [[["conv2d_246", 0, 0, {}]]]}, {"name": "activation_390", "class_name": "Activation", "config": {"name": "activation_390", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_243", 0, 0, {}]]]}, {"name": "activation_393", "class_name": "Activation", "config": {"name": "activation_393", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_246", 0, 0, {}]]]}, {"name": "block17_19_mixed", "class_name": "Concatenate", "config": {"name": "block17_19_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_390", 0, 0, {}], ["activation_393", 0, 0, {}]]]}, {"name": "block17_19_conv", "class_name": "Conv2D", "config": {"name": "block17_19_conv", "trainable": false, "dtype": "float32", "filters": 1088, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_19_mixed", 0, 0, {}]]]}, {"name": "block17_19", "class_name": "Lambda", "config": {"name": "block17_19", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [3, 23, 1088], "output_shape_type": "raw", "arguments": {"scale": 0.1}}, "inbound_nodes": [[["block17_18_ac", 0, 0, {}], ["block17_19_conv", 0, 0, {}]]]}, {"name": "block17_19_ac", "class_name": "Activation", "config": {"name": "block17_19_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block17_19", 0, 0, {}]]]}, {"name": "conv2d_248", "class_name": "Conv2D", "config": {"name": "conv2d_248", "trainable": false, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_19_ac", 0, 0, {}]]]}, {"name": "batch_normalization_248", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_248", "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}, "inbound_nodes": [[["conv2d_248", 0, 0, {}]]]}, {"name": "activation_395", "class_name": "Activation", "config": {"name": "activation_395", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_248", 0, 0, {}]]]}, {"name": "conv2d_249", "class_name": "Conv2D", "config": {"name": "conv2d_249", "trainable": false, "dtype": "float32", "filters": 160, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_395", 0, 0, {}]]]}, {"name": "batch_normalization_249", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_249", "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}, "inbound_nodes": [[["conv2d_249", 0, 0, {}]]]}, {"name": "activation_396", "class_name": "Activation", "config": {"name": "activation_396", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_249", 0, 0, {}]]]}, {"name": "conv2d_247", "class_name": "Conv2D", "config": {"name": "conv2d_247", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_19_ac", 0, 0, {}]]]}, {"name": "conv2d_250", "class_name": "Conv2D", "config": {"name": "conv2d_250", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_396", 0, 0, {}]]]}, {"name": "batch_normalization_247", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_247", "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}, "inbound_nodes": [[["conv2d_247", 0, 0, {}]]]}, {"name": "batch_normalization_250", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_250", "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}, "inbound_nodes": [[["conv2d_250", 0, 0, {}]]]}, {"name": "activation_394", "class_name": "Activation", "config": {"name": "activation_394", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_247", 0, 0, {}]]]}, {"name": "activation_397", "class_name": "Activation", "config": {"name": "activation_397", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_250", 0, 0, {}]]]}, {"name": "block17_20_mixed", "class_name": "Concatenate", "config": {"name": "block17_20_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_394", 0, 0, {}], ["activation_397", 0, 0, {}]]]}, {"name": "block17_20_conv", "class_name": "Conv2D", "config": {"name": "block17_20_conv", "trainable": false, "dtype": "float32", "filters": 1088, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_20_mixed", 0, 0, {}]]]}, {"name": "block17_20", "class_name": "Lambda", "config": {"name": "block17_20", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [3, 23, 1088], "output_shape_type": "raw", "arguments": {"scale": 0.1}}, "inbound_nodes": [[["block17_19_ac", 0, 0, {}], ["block17_20_conv", 0, 0, {}]]]}, {"name": "block17_20_ac", "class_name": "Activation", "config": {"name": "block17_20_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block17_20", 0, 0, {}]]]}, {"name": "conv2d_255", "class_name": "Conv2D", "config": {"name": "conv2d_255", "trainable": false, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_20_ac", 0, 0, {}]]]}, {"name": "batch_normalization_255", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_255", "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}, "inbound_nodes": [[["conv2d_255", 0, 0, {}]]]}, {"name": "activation_402", "class_name": "Activation", "config": {"name": "activation_402", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_255", 0, 0, {}]]]}, {"name": "conv2d_251", "class_name": "Conv2D", "config": {"name": "conv2d_251", "trainable": false, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_20_ac", 0, 0, {}]]]}, {"name": "conv2d_253", "class_name": "Conv2D", "config": {"name": "conv2d_253", "trainable": false, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block17_20_ac", 0, 0, {}]]]}, {"name": "conv2d_256", "class_name": "Conv2D", "config": {"name": "conv2d_256", "trainable": false, "dtype": "float32", "filters": 288, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_402", 0, 0, {}]]]}, {"name": "batch_normalization_251", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_251", "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}, "inbound_nodes": [[["conv2d_251", 0, 0, {}]]]}, {"name": "batch_normalization_253", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_253", "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}, "inbound_nodes": [[["conv2d_253", 0, 0, {}]]]}, {"name": "batch_normalization_256", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_256", "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}, "inbound_nodes": [[["conv2d_256", 0, 0, {}]]]}, {"name": "activation_398", "class_name": "Activation", "config": {"name": "activation_398", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_251", 0, 0, {}]]]}, {"name": "activation_400", "class_name": "Activation", "config": {"name": "activation_400", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_253", 0, 0, {}]]]}, {"name": "activation_403", "class_name": "Activation", "config": {"name": "activation_403", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_256", 0, 0, {}]]]}, {"name": "conv2d_252", "class_name": "Conv2D", "config": {"name": "conv2d_252", "trainable": false, "dtype": "float32", "filters": 384, "kernel_size": [3, 3], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_398", 0, 0, {}]]]}, {"name": "conv2d_254", "class_name": "Conv2D", "config": {"name": "conv2d_254", "trainable": false, "dtype": "float32", "filters": 288, "kernel_size": [3, 3], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_400", 0, 0, {}]]]}, {"name": "conv2d_257", "class_name": "Conv2D", "config": {"name": "conv2d_257", "trainable": false, "dtype": "float32", "filters": 320, "kernel_size": [3, 3], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_403", 0, 0, {}]]]}, {"name": "batch_normalization_252", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_252", "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}, "inbound_nodes": [[["conv2d_252", 0, 0, {}]]]}, {"name": "batch_normalization_254", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_254", "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}, "inbound_nodes": [[["conv2d_254", 0, 0, {}]]]}, {"name": "batch_normalization_257", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_257", "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}, "inbound_nodes": [[["conv2d_257", 0, 0, {}]]]}, {"name": "activation_399", "class_name": "Activation", "config": {"name": "activation_399", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_252", 0, 0, {}]]]}, {"name": "activation_401", "class_name": "Activation", "config": {"name": "activation_401", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_254", 0, 0, {}]]]}, {"name": "activation_404", "class_name": "Activation", "config": {"name": "activation_404", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_257", 0, 0, {}]]]}, {"name": "max_pooling2d_11", "class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_11", "trainable": false, "dtype": "float32", "pool_size": [3, 3], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}, "inbound_nodes": [[["block17_20_ac", 0, 0, {}]]]}, {"name": "mixed_7a", "class_name": "Concatenate", "config": {"name": "mixed_7a", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_399", 0, 0, {}], ["activation_401", 0, 0, {}], ["activation_404", 0, 0, {}], ["max_pooling2d_11", 0, 0, {}]]]}, {"name": "conv2d_259", "class_name": "Conv2D", "config": {"name": "conv2d_259", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed_7a", 0, 0, {}]]]}, {"name": "batch_normalization_259", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_259", "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}, "inbound_nodes": [[["conv2d_259", 0, 0, {}]]]}, {"name": "activation_406", "class_name": "Activation", "config": {"name": "activation_406", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_259", 0, 0, {}]]]}, {"name": "conv2d_260", "class_name": "Conv2D", "config": {"name": "conv2d_260", "trainable": false, "dtype": "float32", "filters": 224, "kernel_size": [1, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_406", 0, 0, {}]]]}, {"name": "batch_normalization_260", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_260", "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}, "inbound_nodes": [[["conv2d_260", 0, 0, {}]]]}, {"name": "activation_407", "class_name": "Activation", "config": {"name": "activation_407", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_260", 0, 0, {}]]]}, {"name": "conv2d_258", "class_name": "Conv2D", "config": {"name": "conv2d_258", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed_7a", 0, 0, {}]]]}, {"name": "conv2d_261", "class_name": "Conv2D", "config": {"name": "conv2d_261", "trainable": false, "dtype": "float32", "filters": 256, "kernel_size": [3, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_407", 0, 0, {}]]]}, {"name": "batch_normalization_258", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_258", "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}, "inbound_nodes": [[["conv2d_258", 0, 0, {}]]]}, {"name": "batch_normalization_261", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_261", "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}, "inbound_nodes": [[["conv2d_261", 0, 0, {}]]]}, {"name": "activation_405", "class_name": "Activation", "config": {"name": "activation_405", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_258", 0, 0, {}]]]}, {"name": "activation_408", "class_name": "Activation", "config": {"name": "activation_408", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_261", 0, 0, {}]]]}, {"name": "block8_1_mixed", "class_name": "Concatenate", "config": {"name": "block8_1_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_405", 0, 0, {}], ["activation_408", 0, 0, {}]]]}, {"name": "block8_1_conv", "class_name": "Conv2D", "config": {"name": "block8_1_conv", "trainable": false, "dtype": "float32", "filters": 2080, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_1_mixed", 0, 0, {}]]]}, {"name": "block8_1", "class_name": "Lambda", "config": {"name": "block8_1", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [1, 11, 2080], "output_shape_type": "raw", "arguments": {"scale": 0.2}}, "inbound_nodes": [[["mixed_7a", 0, 0, {}], ["block8_1_conv", 0, 0, {}]]]}, {"name": "block8_1_ac", "class_name": "Activation", "config": {"name": "block8_1_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block8_1", 0, 0, {}]]]}, {"name": "conv2d_263", "class_name": "Conv2D", "config": {"name": "conv2d_263", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_1_ac", 0, 0, {}]]]}, {"name": "batch_normalization_263", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_263", "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}, "inbound_nodes": [[["conv2d_263", 0, 0, {}]]]}, {"name": "activation_410", "class_name": "Activation", "config": {"name": "activation_410", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_263", 0, 0, {}]]]}, {"name": "conv2d_264", "class_name": "Conv2D", "config": {"name": "conv2d_264", "trainable": false, "dtype": "float32", "filters": 224, "kernel_size": [1, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_410", 0, 0, {}]]]}, {"name": "batch_normalization_264", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_264", "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}, "inbound_nodes": [[["conv2d_264", 0, 0, {}]]]}, {"name": "activation_411", "class_name": "Activation", "config": {"name": "activation_411", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_264", 0, 0, {}]]]}, {"name": "conv2d_262", "class_name": "Conv2D", "config": {"name": "conv2d_262", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_1_ac", 0, 0, {}]]]}, {"name": "conv2d_265", "class_name": "Conv2D", "config": {"name": "conv2d_265", "trainable": false, "dtype": "float32", "filters": 256, "kernel_size": [3, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_411", 0, 0, {}]]]}, {"name": "batch_normalization_262", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_262", "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}, "inbound_nodes": [[["conv2d_262", 0, 0, {}]]]}, {"name": "batch_normalization_265", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_265", "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}, "inbound_nodes": [[["conv2d_265", 0, 0, {}]]]}, {"name": "activation_409", "class_name": "Activation", "config": {"name": "activation_409", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_262", 0, 0, {}]]]}, {"name": "activation_412", "class_name": "Activation", "config": {"name": "activation_412", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_265", 0, 0, {}]]]}, {"name": "block8_2_mixed", "class_name": "Concatenate", "config": {"name": "block8_2_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_409", 0, 0, {}], ["activation_412", 0, 0, {}]]]}, {"name": "block8_2_conv", "class_name": "Conv2D", "config": {"name": "block8_2_conv", "trainable": false, "dtype": "float32", "filters": 2080, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_2_mixed", 0, 0, {}]]]}, {"name": "block8_2", "class_name": "Lambda", "config": {"name": "block8_2", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [1, 11, 2080], "output_shape_type": "raw", "arguments": {"scale": 0.2}}, "inbound_nodes": [[["block8_1_ac", 0, 0, {}], ["block8_2_conv", 0, 0, {}]]]}, {"name": "block8_2_ac", "class_name": "Activation", "config": {"name": "block8_2_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block8_2", 0, 0, {}]]]}, {"name": "conv2d_267", "class_name": "Conv2D", "config": {"name": "conv2d_267", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_2_ac", 0, 0, {}]]]}, {"name": "batch_normalization_267", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_267", "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}, "inbound_nodes": [[["conv2d_267", 0, 0, {}]]]}, {"name": "activation_414", "class_name": "Activation", "config": {"name": "activation_414", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_267", 0, 0, {}]]]}, {"name": "conv2d_268", "class_name": "Conv2D", "config": {"name": "conv2d_268", "trainable": false, "dtype": "float32", "filters": 224, "kernel_size": [1, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_414", 0, 0, {}]]]}, {"name": "batch_normalization_268", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_268", "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}, "inbound_nodes": [[["conv2d_268", 0, 0, {}]]]}, {"name": "activation_415", "class_name": "Activation", "config": {"name": "activation_415", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_268", 0, 0, {}]]]}, {"name": "conv2d_266", "class_name": "Conv2D", "config": {"name": "conv2d_266", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_2_ac", 0, 0, {}]]]}, {"name": "conv2d_269", "class_name": "Conv2D", "config": {"name": "conv2d_269", "trainable": false, "dtype": "float32", "filters": 256, "kernel_size": [3, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_415", 0, 0, {}]]]}, {"name": "batch_normalization_266", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_266", "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}, "inbound_nodes": [[["conv2d_266", 0, 0, {}]]]}, {"name": "batch_normalization_269", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_269", "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}, "inbound_nodes": [[["conv2d_269", 0, 0, {}]]]}, {"name": "activation_413", "class_name": "Activation", "config": {"name": "activation_413", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_266", 0, 0, {}]]]}, {"name": "activation_416", "class_name": "Activation", "config": {"name": "activation_416", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_269", 0, 0, {}]]]}, {"name": "block8_3_mixed", "class_name": "Concatenate", "config": {"name": "block8_3_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_413", 0, 0, {}], ["activation_416", 0, 0, {}]]]}, {"name": "block8_3_conv", "class_name": "Conv2D", "config": {"name": "block8_3_conv", "trainable": false, "dtype": "float32", "filters": 2080, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_3_mixed", 0, 0, {}]]]}, {"name": "block8_3", "class_name": "Lambda", "config": {"name": "block8_3", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [1, 11, 2080], "output_shape_type": "raw", "arguments": {"scale": 0.2}}, "inbound_nodes": [[["block8_2_ac", 0, 0, {}], ["block8_3_conv", 0, 0, {}]]]}, {"name": "block8_3_ac", "class_name": "Activation", "config": {"name": "block8_3_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block8_3", 0, 0, {}]]]}, {"name": "conv2d_271", "class_name": "Conv2D", "config": {"name": "conv2d_271", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_3_ac", 0, 0, {}]]]}, {"name": "batch_normalization_271", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_271", "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}, "inbound_nodes": [[["conv2d_271", 0, 0, {}]]]}, {"name": "activation_418", "class_name": "Activation", "config": {"name": "activation_418", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_271", 0, 0, {}]]]}, {"name": "conv2d_272", "class_name": "Conv2D", "config": {"name": "conv2d_272", "trainable": false, "dtype": "float32", "filters": 224, "kernel_size": [1, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_418", 0, 0, {}]]]}, {"name": "batch_normalization_272", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_272", "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}, "inbound_nodes": [[["conv2d_272", 0, 0, {}]]]}, {"name": "activation_419", "class_name": "Activation", "config": {"name": "activation_419", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_272", 0, 0, {}]]]}, {"name": "conv2d_270", "class_name": "Conv2D", "config": {"name": "conv2d_270", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_3_ac", 0, 0, {}]]]}, {"name": "conv2d_273", "class_name": "Conv2D", "config": {"name": "conv2d_273", "trainable": false, "dtype": "float32", "filters": 256, "kernel_size": [3, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_419", 0, 0, {}]]]}, {"name": "batch_normalization_270", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_270", "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}, "inbound_nodes": [[["conv2d_270", 0, 0, {}]]]}, {"name": "batch_normalization_273", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_273", "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}, "inbound_nodes": [[["conv2d_273", 0, 0, {}]]]}, {"name": "activation_417", "class_name": "Activation", "config": {"name": "activation_417", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_270", 0, 0, {}]]]}, {"name": "activation_420", "class_name": "Activation", "config": {"name": "activation_420", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_273", 0, 0, {}]]]}, {"name": "block8_4_mixed", "class_name": "Concatenate", "config": {"name": "block8_4_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_417", 0, 0, {}], ["activation_420", 0, 0, {}]]]}, {"name": "block8_4_conv", "class_name": "Conv2D", "config": {"name": "block8_4_conv", "trainable": false, "dtype": "float32", "filters": 2080, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_4_mixed", 0, 0, {}]]]}, {"name": "block8_4", "class_name": "Lambda", "config": {"name": "block8_4", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [1, 11, 2080], "output_shape_type": "raw", "arguments": {"scale": 0.2}}, "inbound_nodes": [[["block8_3_ac", 0, 0, {}], ["block8_4_conv", 0, 0, {}]]]}, {"name": "block8_4_ac", "class_name": "Activation", "config": {"name": "block8_4_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block8_4", 0, 0, {}]]]}, {"name": "conv2d_275", "class_name": "Conv2D", "config": {"name": "conv2d_275", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_4_ac", 0, 0, {}]]]}, {"name": "batch_normalization_275", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_275", "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}, "inbound_nodes": [[["conv2d_275", 0, 0, {}]]]}, {"name": "activation_422", "class_name": "Activation", "config": {"name": "activation_422", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_275", 0, 0, {}]]]}, {"name": "conv2d_276", "class_name": "Conv2D", "config": {"name": "conv2d_276", "trainable": false, "dtype": "float32", "filters": 224, "kernel_size": [1, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_422", 0, 0, {}]]]}, {"name": "batch_normalization_276", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_276", "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}, "inbound_nodes": [[["conv2d_276", 0, 0, {}]]]}, {"name": "activation_423", "class_name": "Activation", "config": {"name": "activation_423", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_276", 0, 0, {}]]]}, {"name": "conv2d_274", "class_name": "Conv2D", "config": {"name": "conv2d_274", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_4_ac", 0, 0, {}]]]}, {"name": "conv2d_277", "class_name": "Conv2D", "config": {"name": "conv2d_277", "trainable": false, "dtype": "float32", "filters": 256, "kernel_size": [3, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_423", 0, 0, {}]]]}, {"name": "batch_normalization_274", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_274", "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}, "inbound_nodes": [[["conv2d_274", 0, 0, {}]]]}, {"name": "batch_normalization_277", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_277", "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}, "inbound_nodes": [[["conv2d_277", 0, 0, {}]]]}, {"name": "activation_421", "class_name": "Activation", "config": {"name": "activation_421", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_274", 0, 0, {}]]]}, {"name": "activation_424", "class_name": "Activation", "config": {"name": "activation_424", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_277", 0, 0, {}]]]}, {"name": "block8_5_mixed", "class_name": "Concatenate", "config": {"name": "block8_5_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_421", 0, 0, {}], ["activation_424", 0, 0, {}]]]}, {"name": "block8_5_conv", "class_name": "Conv2D", "config": {"name": "block8_5_conv", "trainable": false, "dtype": "float32", "filters": 2080, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_5_mixed", 0, 0, {}]]]}, {"name": "block8_5", "class_name": "Lambda", "config": {"name": "block8_5", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [1, 11, 2080], "output_shape_type": "raw", "arguments": {"scale": 0.2}}, "inbound_nodes": [[["block8_4_ac", 0, 0, {}], ["block8_5_conv", 0, 0, {}]]]}, {"name": "block8_5_ac", "class_name": "Activation", "config": {"name": "block8_5_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block8_5", 0, 0, {}]]]}, {"name": "conv2d_279", "class_name": "Conv2D", "config": {"name": "conv2d_279", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_5_ac", 0, 0, {}]]]}, {"name": "batch_normalization_279", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_279", "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}, "inbound_nodes": [[["conv2d_279", 0, 0, {}]]]}, {"name": "activation_426", "class_name": "Activation", "config": {"name": "activation_426", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_279", 0, 0, {}]]]}, {"name": "conv2d_280", "class_name": "Conv2D", "config": {"name": "conv2d_280", "trainable": false, "dtype": "float32", "filters": 224, "kernel_size": [1, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_426", 0, 0, {}]]]}, {"name": "batch_normalization_280", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_280", "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}, "inbound_nodes": [[["conv2d_280", 0, 0, {}]]]}, {"name": "activation_427", "class_name": "Activation", "config": {"name": "activation_427", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_280", 0, 0, {}]]]}, {"name": "conv2d_278", "class_name": "Conv2D", "config": {"name": "conv2d_278", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_5_ac", 0, 0, {}]]]}, {"name": "conv2d_281", "class_name": "Conv2D", "config": {"name": "conv2d_281", "trainable": false, "dtype": "float32", "filters": 256, "kernel_size": [3, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_427", 0, 0, {}]]]}, {"name": "batch_normalization_278", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_278", "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}, "inbound_nodes": [[["conv2d_278", 0, 0, {}]]]}, {"name": "batch_normalization_281", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_281", "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}, "inbound_nodes": [[["conv2d_281", 0, 0, {}]]]}, {"name": "activation_425", "class_name": "Activation", "config": {"name": "activation_425", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_278", 0, 0, {}]]]}, {"name": "activation_428", "class_name": "Activation", "config": {"name": "activation_428", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_281", 0, 0, {}]]]}, {"name": "block8_6_mixed", "class_name": "Concatenate", "config": {"name": "block8_6_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_425", 0, 0, {}], ["activation_428", 0, 0, {}]]]}, {"name": "block8_6_conv", "class_name": "Conv2D", "config": {"name": "block8_6_conv", "trainable": false, "dtype": "float32", "filters": 2080, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_6_mixed", 0, 0, {}]]]}, {"name": "block8_6", "class_name": "Lambda", "config": {"name": "block8_6", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [1, 11, 2080], "output_shape_type": "raw", "arguments": {"scale": 0.2}}, "inbound_nodes": [[["block8_5_ac", 0, 0, {}], ["block8_6_conv", 0, 0, {}]]]}, {"name": "block8_6_ac", "class_name": "Activation", "config": {"name": "block8_6_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block8_6", 0, 0, {}]]]}, {"name": "conv2d_283", "class_name": "Conv2D", "config": {"name": "conv2d_283", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_6_ac", 0, 0, {}]]]}, {"name": "batch_normalization_283", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_283", "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}, "inbound_nodes": [[["conv2d_283", 0, 0, {}]]]}, {"name": "activation_430", "class_name": "Activation", "config": {"name": "activation_430", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_283", 0, 0, {}]]]}, {"name": "conv2d_284", "class_name": "Conv2D", "config": {"name": "conv2d_284", "trainable": false, "dtype": "float32", "filters": 224, "kernel_size": [1, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_430", 0, 0, {}]]]}, {"name": "batch_normalization_284", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_284", "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}, "inbound_nodes": [[["conv2d_284", 0, 0, {}]]]}, {"name": "activation_431", "class_name": "Activation", "config": {"name": "activation_431", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_284", 0, 0, {}]]]}, {"name": "conv2d_282", "class_name": "Conv2D", "config": {"name": "conv2d_282", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_6_ac", 0, 0, {}]]]}, {"name": "conv2d_285", "class_name": "Conv2D", "config": {"name": "conv2d_285", "trainable": false, "dtype": "float32", "filters": 256, "kernel_size": [3, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_431", 0, 0, {}]]]}, {"name": "batch_normalization_282", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_282", "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}, "inbound_nodes": [[["conv2d_282", 0, 0, {}]]]}, {"name": "batch_normalization_285", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_285", "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}, "inbound_nodes": [[["conv2d_285", 0, 0, {}]]]}, {"name": "activation_429", "class_name": "Activation", "config": {"name": "activation_429", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_282", 0, 0, {}]]]}, {"name": "activation_432", "class_name": "Activation", "config": {"name": "activation_432", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_285", 0, 0, {}]]]}, {"name": "block8_7_mixed", "class_name": "Concatenate", "config": {"name": "block8_7_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_429", 0, 0, {}], ["activation_432", 0, 0, {}]]]}, {"name": "block8_7_conv", "class_name": "Conv2D", "config": {"name": "block8_7_conv", "trainable": false, "dtype": "float32", "filters": 2080, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_7_mixed", 0, 0, {}]]]}, {"name": "block8_7", "class_name": "Lambda", "config": {"name": "block8_7", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [1, 11, 2080], "output_shape_type": "raw", "arguments": {"scale": 0.2}}, "inbound_nodes": [[["block8_6_ac", 0, 0, {}], ["block8_7_conv", 0, 0, {}]]]}, {"name": "block8_7_ac", "class_name": "Activation", "config": {"name": "block8_7_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block8_7", 0, 0, {}]]]}, {"name": "conv2d_287", "class_name": "Conv2D", "config": {"name": "conv2d_287", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_7_ac", 0, 0, {}]]]}, {"name": "batch_normalization_287", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_287", "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}, "inbound_nodes": [[["conv2d_287", 0, 0, {}]]]}, {"name": "activation_434", "class_name": "Activation", "config": {"name": "activation_434", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_287", 0, 0, {}]]]}, {"name": "conv2d_288", "class_name": "Conv2D", "config": {"name": "conv2d_288", "trainable": false, "dtype": "float32", "filters": 224, "kernel_size": [1, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_434", 0, 0, {}]]]}, {"name": "batch_normalization_288", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_288", "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}, "inbound_nodes": [[["conv2d_288", 0, 0, {}]]]}, {"name": "activation_435", "class_name": "Activation", "config": {"name": "activation_435", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_288", 0, 0, {}]]]}, {"name": "conv2d_286", "class_name": "Conv2D", "config": {"name": "conv2d_286", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_7_ac", 0, 0, {}]]]}, {"name": "conv2d_289", "class_name": "Conv2D", "config": {"name": "conv2d_289", "trainable": false, "dtype": "float32", "filters": 256, "kernel_size": [3, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_435", 0, 0, {}]]]}, {"name": "batch_normalization_286", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_286", "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}, "inbound_nodes": [[["conv2d_286", 0, 0, {}]]]}, {"name": "batch_normalization_289", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_289", "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}, "inbound_nodes": [[["conv2d_289", 0, 0, {}]]]}, {"name": "activation_433", "class_name": "Activation", "config": {"name": "activation_433", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_286", 0, 0, {}]]]}, {"name": "activation_436", "class_name": "Activation", "config": {"name": "activation_436", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_289", 0, 0, {}]]]}, {"name": "block8_8_mixed", "class_name": "Concatenate", "config": {"name": "block8_8_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_433", 0, 0, {}], ["activation_436", 0, 0, {}]]]}, {"name": "block8_8_conv", "class_name": "Conv2D", "config": {"name": "block8_8_conv", "trainable": false, "dtype": "float32", "filters": 2080, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_8_mixed", 0, 0, {}]]]}, {"name": "block8_8", "class_name": "Lambda", "config": {"name": "block8_8", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [1, 11, 2080], "output_shape_type": "raw", "arguments": {"scale": 0.2}}, "inbound_nodes": [[["block8_7_ac", 0, 0, {}], ["block8_8_conv", 0, 0, {}]]]}, {"name": "block8_8_ac", "class_name": "Activation", "config": {"name": "block8_8_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block8_8", 0, 0, {}]]]}, {"name": "conv2d_291", "class_name": "Conv2D", "config": {"name": "conv2d_291", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_8_ac", 0, 0, {}]]]}, {"name": "batch_normalization_291", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_291", "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}, "inbound_nodes": [[["conv2d_291", 0, 0, {}]]]}, {"name": "activation_438", "class_name": "Activation", "config": {"name": "activation_438", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_291", 0, 0, {}]]]}, {"name": "conv2d_292", "class_name": "Conv2D", "config": {"name": "conv2d_292", "trainable": false, "dtype": "float32", "filters": 224, "kernel_size": [1, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_438", 0, 0, {}]]]}, {"name": "batch_normalization_292", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_292", "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}, "inbound_nodes": [[["conv2d_292", 0, 0, {}]]]}, {"name": "activation_439", "class_name": "Activation", "config": {"name": "activation_439", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_292", 0, 0, {}]]]}, {"name": "conv2d_290", "class_name": "Conv2D", "config": {"name": "conv2d_290", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_8_ac", 0, 0, {}]]]}, {"name": "conv2d_293", "class_name": "Conv2D", "config": {"name": "conv2d_293", "trainable": false, "dtype": "float32", "filters": 256, "kernel_size": [3, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_439", 0, 0, {}]]]}, {"name": "batch_normalization_290", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_290", "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}, "inbound_nodes": [[["conv2d_290", 0, 0, {}]]]}, {"name": "batch_normalization_293", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_293", "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}, "inbound_nodes": [[["conv2d_293", 0, 0, {}]]]}, {"name": "activation_437", "class_name": "Activation", "config": {"name": "activation_437", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_290", 0, 0, {}]]]}, {"name": "activation_440", "class_name": "Activation", "config": {"name": "activation_440", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_293", 0, 0, {}]]]}, {"name": "block8_9_mixed", "class_name": "Concatenate", "config": {"name": "block8_9_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_437", 0, 0, {}], ["activation_440", 0, 0, {}]]]}, {"name": "block8_9_conv", "class_name": "Conv2D", "config": {"name": "block8_9_conv", "trainable": false, "dtype": "float32", "filters": 2080, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_9_mixed", 0, 0, {}]]]}, {"name": "block8_9", "class_name": "Lambda", "config": {"name": "block8_9", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [1, 11, 2080], "output_shape_type": "raw", "arguments": {"scale": 0.2}}, "inbound_nodes": [[["block8_8_ac", 0, 0, {}], ["block8_9_conv", 0, 0, {}]]]}, {"name": "block8_9_ac", "class_name": "Activation", "config": {"name": "block8_9_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["block8_9", 0, 0, {}]]]}, {"name": "conv2d_295", "class_name": "Conv2D", "config": {"name": "conv2d_295", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_9_ac", 0, 0, {}]]]}, {"name": "batch_normalization_295", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_295", "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}, "inbound_nodes": [[["conv2d_295", 0, 0, {}]]]}, {"name": "activation_442", "class_name": "Activation", "config": {"name": "activation_442", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_295", 0, 0, {}]]]}, {"name": "conv2d_296", "class_name": "Conv2D", "config": {"name": "conv2d_296", "trainable": false, "dtype": "float32", "filters": 224, "kernel_size": [1, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_442", 0, 0, {}]]]}, {"name": "batch_normalization_296", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_296", "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}, "inbound_nodes": [[["conv2d_296", 0, 0, {}]]]}, {"name": "activation_443", "class_name": "Activation", "config": {"name": "activation_443", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_296", 0, 0, {}]]]}, {"name": "conv2d_294", "class_name": "Conv2D", "config": {"name": "conv2d_294", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_9_ac", 0, 0, {}]]]}, {"name": "conv2d_297", "class_name": "Conv2D", "config": {"name": "conv2d_297", "trainable": false, "dtype": "float32", "filters": 256, "kernel_size": [3, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_443", 0, 0, {}]]]}, {"name": "batch_normalization_294", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_294", "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}, "inbound_nodes": [[["conv2d_294", 0, 0, {}]]]}, {"name": "batch_normalization_297", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_297", "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}, "inbound_nodes": [[["conv2d_297", 0, 0, {}]]]}, {"name": "activation_441", "class_name": "Activation", "config": {"name": "activation_441", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_294", 0, 0, {}]]]}, {"name": "activation_444", "class_name": "Activation", "config": {"name": "activation_444", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_297", 0, 0, {}]]]}, {"name": "block8_10_mixed", "class_name": "Concatenate", "config": {"name": "block8_10_mixed", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_441", 0, 0, {}], ["activation_444", 0, 0, {}]]]}, {"name": "block8_10_conv", "class_name": "Conv2D", "config": {"name": "block8_10_conv", "trainable": false, "dtype": "float32", "filters": 2080, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_10_mixed", 0, 0, {}]]]}, {"name": "block8_10", "class_name": "Lambda", "config": {"name": "block8_10", "trainable": false, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPpZLy9hbmFjb25kYS9lbnZzL01EUi9saWIv\ncHl0aG9uMy42L3NpdGUtcGFja2FnZXMva2VyYXNfYXBwbGljYXRpb25zL2luY2VwdGlvbl9yZXNu\nZXRfdjIucHnaCDxsYW1iZGE+qAAAAPMAAAAA\n", null, null], "function_type": "lambda", "output_shape": [1, 11, 2080], "output_shape_type": "raw", "arguments": {"scale": 1.0}}, "inbound_nodes": [[["block8_9_ac", 0, 0, {}], ["block8_10_conv", 0, 0, {}]]]}, {"name": "conv_7b", "class_name": "Conv2D", "config": {"name": "conv_7b", "trainable": false, "dtype": "float32", "filters": 1536, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block8_10", 0, 0, {}]]]}, {"name": "conv_7b_bn", "class_name": "BatchNormalization", "config": {"name": "conv_7b_bn", "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}, "inbound_nodes": [[["conv_7b", 0, 0, {}]]]}, {"name": "conv_7b_ac", "class_name": "Activation", "config": {"name": "conv_7b_ac", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv_7b_bn", 0, 0, {}]]]}, {"name": "flatten_9", "class_name": "Flatten", "config": {"name": "flatten_9", "trainable": true, "dtype": "float32", "data_format": "channels_last"}, "inbound_nodes": [[["conv_7b_ac", 0, 0, {}]]]}, {"name": "dense_19", "class_name": "Dense", "config": {"name": "dense_19", "trainable": true, "dtype": "float32", "units": 128, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_in", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["flatten_9", 0, 0, {}]]]}, {"name": "dense_20", "class_name": "Dense", "config": {"name": "dense_20", "trainable": true, "dtype": "float32", "units": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dense_19", 0, 0, {}]]]}], "input_layers": [["input_9", 0, 0]], "output_layers": [["dense_20", 0, 0]]}, "keras_version": "2.3.1", "backend": "tensorflow"}