��root"_tf_keras_network*��{"name": "model_1", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": false, "class_name": "Functional", "config": {"name": "model_1", "trainable": true, "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "input_7"}, "name": "input_7", "inbound_nodes": []}, {"class_name": "Sequential", "config": {"name": "sequential_14", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, null, null, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "random_flip_14_input"}}, {"class_name": "RandomFlip", "config": {"name": "random_flip_14", "trainable": true, "dtype": "float32", "mode": "horizontal", "seed": null}}, {"class_name": "RandomRotation", "config": {"name": "random_rotation_14", "trainable": true, "dtype": "float32", "factor": 0.2, "fill_mode": "reflect", "fill_value": 0.0, "interpolation": "bilinear", "seed": null}}]}, "name": "sequential_14", "inbound_nodes": [[["input_7", 0, 0, {}]]]}, {"class_name": "TFOpLambda", "config": {"name": "tf.math.truediv_1", "trainable": true, "dtype": "float32", "function": "math.truediv"}, "name": "tf.math.truediv_1", "inbound_nodes": [["sequential_14", 1, 0, {"y": 127.5, "name": null}]]}, {"class_name": "TFOpLambda", "config": {"name": "tf.math.subtract_1", "trainable": true, "dtype": "float32", "function": "math.subtract"}, "name": "tf.math.subtract_1", "inbound_nodes": [["tf.math.truediv_1", 0, 0, {"y": 1.0, "name": null}]]}, {"class_name": "Functional", "config": {"name": "inception_v3", "trainable": true, "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "input_4"}, "name": "input_4", "inbound_nodes": []}, {"class_name": "Conv2D", "config": {"name": "conv2d_188", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_188", "inbound_nodes": [[["input_4", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_188", "inbound_nodes": [[["conv2d_188", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_188", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_188", "inbound_nodes": [[["batch_normalization_188", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_189", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_189", "inbound_nodes": [[["activation_188", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_189", "inbound_nodes": [[["conv2d_189", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_189", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_189", "inbound_nodes": [[["batch_normalization_189", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_190", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_190", "inbound_nodes": [[["activation_189", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_190", "inbound_nodes": [[["conv2d_190", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_190", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_190", "inbound_nodes": [[["batch_normalization_190", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_8", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "max_pooling2d_8", "inbound_nodes": [[["activation_190", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_191", "trainable": false, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_191", "inbound_nodes": [[["max_pooling2d_8", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_191", "inbound_nodes": [[["conv2d_191", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_191", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_191", "inbound_nodes": [[["batch_normalization_191", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_192", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_192", "inbound_nodes": [[["activation_191", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_192", "inbound_nodes": [[["conv2d_192", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_192", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_192", "inbound_nodes": [[["batch_normalization_192", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_9", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "max_pooling2d_9", "inbound_nodes": [[["activation_192", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_196", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_196", "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_196", "inbound_nodes": [[["conv2d_196", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_196", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_196", "inbound_nodes": [[["batch_normalization_196", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_194", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_194", "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_197", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_197", "inbound_nodes": [[["activation_196", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_194", "inbound_nodes": [[["conv2d_194", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_197", "inbound_nodes": [[["conv2d_197", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_194", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_194", "inbound_nodes": [[["batch_normalization_194", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_197", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_197", "inbound_nodes": [[["batch_normalization_197", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_18", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_18", "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_193", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_193", "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_195", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_195", "inbound_nodes": [[["activation_194", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_198", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_198", "inbound_nodes": [[["activation_197", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_199", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_199", "inbound_nodes": [[["average_pooling2d_18", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_193", "inbound_nodes": [[["conv2d_193", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_195", "inbound_nodes": [[["conv2d_195", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_198", "inbound_nodes": [[["conv2d_198", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_199", "inbound_nodes": [[["conv2d_199", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_193", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_193", "inbound_nodes": [[["batch_normalization_193", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_195", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_195", "inbound_nodes": [[["batch_normalization_195", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_198", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_198", "inbound_nodes": [[["batch_normalization_198", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_199", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_199", "inbound_nodes": [[["batch_normalization_199", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed0", "trainable": false, "dtype": "float32", "axis": 3}, "name": "mixed0", "inbound_nodes": [[["activation_193", 0, 0, {}], ["activation_195", 0, 0, {}], ["activation_198", 0, 0, {}], ["activation_199", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_203", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_203", "inbound_nodes": [[["mixed0", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_203", "inbound_nodes": [[["conv2d_203", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_203", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_203", "inbound_nodes": [[["batch_normalization_203", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_201", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_201", "inbound_nodes": [[["mixed0", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_204", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_204", "inbound_nodes": [[["activation_203", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_201", "inbound_nodes": [[["conv2d_201", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_204", "inbound_nodes": [[["conv2d_204", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_201", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_201", "inbound_nodes": [[["batch_normalization_201", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_204", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_204", "inbound_nodes": [[["batch_normalization_204", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_19", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_19", "inbound_nodes": [[["mixed0", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_200", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_200", "inbound_nodes": [[["mixed0", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_202", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_202", "inbound_nodes": [[["activation_201", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_205", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_205", "inbound_nodes": [[["activation_204", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_206", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_206", "inbound_nodes": [[["average_pooling2d_19", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_200", "inbound_nodes": [[["conv2d_200", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_202", "inbound_nodes": [[["conv2d_202", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_205", "inbound_nodes": [[["conv2d_205", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_206", "inbound_nodes": [[["conv2d_206", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_200", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_200", "inbound_nodes": [[["batch_normalization_200", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_202", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_202", "inbound_nodes": [[["batch_normalization_202", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_205", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_205", "inbound_nodes": [[["batch_normalization_205", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_206", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_206", "inbound_nodes": [[["batch_normalization_206", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed1", "trainable": false, "dtype": "float32", "axis": 3}, "name": "mixed1", "inbound_nodes": [[["activation_200", 0, 0, {}], ["activation_202", 0, 0, {}], ["activation_205", 0, 0, {}], ["activation_206", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_210", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_210", "inbound_nodes": [[["mixed1", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_210", "inbound_nodes": [[["conv2d_210", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_210", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_210", "inbound_nodes": [[["batch_normalization_210", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_208", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_208", "inbound_nodes": [[["mixed1", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_211", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_211", "inbound_nodes": [[["activation_210", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_208", "inbound_nodes": [[["conv2d_208", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_211", "inbound_nodes": [[["conv2d_211", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_208", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_208", "inbound_nodes": [[["batch_normalization_208", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_211", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_211", "inbound_nodes": [[["batch_normalization_211", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_20", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_20", "inbound_nodes": [[["mixed1", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_207", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_207", "inbound_nodes": [[["mixed1", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_209", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_209", "inbound_nodes": [[["activation_208", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_212", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_212", "inbound_nodes": [[["activation_211", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_213", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_213", "inbound_nodes": [[["average_pooling2d_20", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_207", "inbound_nodes": [[["conv2d_207", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_209", "inbound_nodes": [[["conv2d_209", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_212", "inbound_nodes": [[["conv2d_212", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_213", "inbound_nodes": [[["conv2d_213", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_207", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_207", "inbound_nodes": [[["batch_normalization_207", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_209", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_209", "inbound_nodes": [[["batch_normalization_209", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_212", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_212", "inbound_nodes": [[["batch_normalization_212", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_213", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_213", "inbound_nodes": [[["batch_normalization_213", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed2", "trainable": false, "dtype": "float32", "axis": 3}, "name": "mixed2", "inbound_nodes": [[["activation_207", 0, 0, {}], ["activation_209", 0, 0, {}], ["activation_212", 0, 0, {}], ["activation_213", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_215", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_215", "inbound_nodes": [[["mixed2", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_215", "inbound_nodes": [[["conv2d_215", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_215", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_215", "inbound_nodes": [[["batch_normalization_215", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_216", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_216", "inbound_nodes": [[["activation_215", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_216", "inbound_nodes": [[["conv2d_216", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_216", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_216", "inbound_nodes": [[["batch_normalization_216", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_214", "trainable": false, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_214", "inbound_nodes": [[["mixed2", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_217", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_217", "inbound_nodes": [[["activation_216", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_214", "inbound_nodes": [[["conv2d_214", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_217", "inbound_nodes": [[["conv2d_217", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_214", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_214", "inbound_nodes": [[["batch_normalization_214", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_217", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_217", "inbound_nodes": [[["batch_normalization_217", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_10", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "max_pooling2d_10", "inbound_nodes": [[["mixed2", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed3", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed3", "inbound_nodes": [[["activation_214", 0, 0, {}], ["activation_217", 0, 0, {}], ["max_pooling2d_10", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_222", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_222", "inbound_nodes": [[["mixed3", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_222", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_222", "inbound_nodes": [[["conv2d_222", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_222", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_222", "inbound_nodes": [[["batch_normalization_222", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_223", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_223", "inbound_nodes": [[["activation_222", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_223", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_223", "inbound_nodes": [[["conv2d_223", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_223", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_223", "inbound_nodes": [[["batch_normalization_223", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_219", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_219", "inbound_nodes": [[["mixed3", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_224", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_224", "inbound_nodes": [[["activation_223", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_219", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_219", "inbound_nodes": [[["conv2d_219", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_224", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_224", "inbound_nodes": [[["conv2d_224", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_219", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_219", "inbound_nodes": [[["batch_normalization_219", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_224", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_224", "inbound_nodes": [[["batch_normalization_224", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_220", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_220", "inbound_nodes": [[["activation_219", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_225", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_225", "inbound_nodes": [[["activation_224", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_220", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_220", "inbound_nodes": [[["conv2d_220", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_225", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_225", "inbound_nodes": [[["conv2d_225", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_220", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_220", "inbound_nodes": [[["batch_normalization_220", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_225", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_225", "inbound_nodes": [[["batch_normalization_225", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_21", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_21", "inbound_nodes": [[["mixed3", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_218", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_218", "inbound_nodes": [[["mixed3", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_221", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_221", "inbound_nodes": [[["activation_220", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_226", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_226", "inbound_nodes": [[["activation_225", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_227", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_227", "inbound_nodes": [[["average_pooling2d_21", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_218", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_218", "inbound_nodes": [[["conv2d_218", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_221", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_221", "inbound_nodes": [[["conv2d_221", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_226", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_226", "inbound_nodes": [[["conv2d_226", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_227", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_227", "inbound_nodes": [[["conv2d_227", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_218", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_218", "inbound_nodes": [[["batch_normalization_218", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_221", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_221", "inbound_nodes": [[["batch_normalization_221", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_226", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_226", "inbound_nodes": [[["batch_normalization_226", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_227", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_227", "inbound_nodes": [[["batch_normalization_227", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed4", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed4", "inbound_nodes": [[["activation_218", 0, 0, {}], ["activation_221", 0, 0, {}], ["activation_226", 0, 0, {}], ["activation_227", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_232", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_232", "inbound_nodes": [[["mixed4", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_232", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_232", "inbound_nodes": [[["conv2d_232", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_232", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_232", "inbound_nodes": [[["batch_normalization_232", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_233", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_233", "inbound_nodes": [[["activation_232", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_233", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_233", "inbound_nodes": [[["conv2d_233", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_233", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_233", "inbound_nodes": [[["batch_normalization_233", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_229", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_229", "inbound_nodes": [[["mixed4", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_234", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_234", "inbound_nodes": [[["activation_233", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_229", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_229", "inbound_nodes": [[["conv2d_229", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_234", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_234", "inbound_nodes": [[["conv2d_234", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_229", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_229", "inbound_nodes": [[["batch_normalization_229", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_234", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_234", "inbound_nodes": [[["batch_normalization_234", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_230", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_230", "inbound_nodes": [[["activation_229", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_235", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_235", "inbound_nodes": [[["activation_234", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_230", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_230", "inbound_nodes": [[["conv2d_230", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_235", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_235", "inbound_nodes": [[["conv2d_235", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_230", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_230", "inbound_nodes": [[["batch_normalization_230", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_235", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_235", "inbound_nodes": [[["batch_normalization_235", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_22", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_22", "inbound_nodes": [[["mixed4", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_228", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_228", "inbound_nodes": [[["mixed4", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_231", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_231", "inbound_nodes": [[["activation_230", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_236", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_236", "inbound_nodes": [[["activation_235", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_237", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_237", "inbound_nodes": [[["average_pooling2d_22", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_228", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_228", "inbound_nodes": [[["conv2d_228", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_231", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_231", "inbound_nodes": [[["conv2d_231", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_236", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_236", "inbound_nodes": [[["conv2d_236", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_237", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_237", "inbound_nodes": [[["conv2d_237", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_228", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_228", "inbound_nodes": [[["batch_normalization_228", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_231", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_231", "inbound_nodes": [[["batch_normalization_231", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_236", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_236", "inbound_nodes": [[["batch_normalization_236", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_237", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_237", "inbound_nodes": [[["batch_normalization_237", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed5", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed5", "inbound_nodes": [[["activation_228", 0, 0, {}], ["activation_231", 0, 0, {}], ["activation_236", 0, 0, {}], ["activation_237", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_242", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_242", "inbound_nodes": [[["mixed5", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_242", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_242", "inbound_nodes": [[["conv2d_242", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_242", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_242", "inbound_nodes": [[["batch_normalization_242", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_243", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_243", "inbound_nodes": [[["activation_242", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_243", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_243", "inbound_nodes": [[["conv2d_243", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_243", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_243", "inbound_nodes": [[["batch_normalization_243", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_239", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_239", "inbound_nodes": [[["mixed5", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_244", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_244", "inbound_nodes": [[["activation_243", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_239", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_239", "inbound_nodes": [[["conv2d_239", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_244", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_244", "inbound_nodes": [[["conv2d_244", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_239", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_239", "inbound_nodes": [[["batch_normalization_239", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_244", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_244", "inbound_nodes": [[["batch_normalization_244", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_240", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_240", "inbound_nodes": [[["activation_239", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_245", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_245", "inbound_nodes": [[["activation_244", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_240", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_240", "inbound_nodes": [[["conv2d_240", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_245", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_245", "inbound_nodes": [[["conv2d_245", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_240", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_240", "inbound_nodes": [[["batch_normalization_240", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_245", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_245", "inbound_nodes": [[["batch_normalization_245", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_23", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_23", "inbound_nodes": [[["mixed5", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_238", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_238", "inbound_nodes": [[["mixed5", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_241", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_241", "inbound_nodes": [[["activation_240", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_246", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_246", "inbound_nodes": [[["activation_245", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_247", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_247", "inbound_nodes": [[["average_pooling2d_23", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_238", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_238", "inbound_nodes": [[["conv2d_238", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_241", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_241", "inbound_nodes": [[["conv2d_241", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_246", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_246", "inbound_nodes": [[["conv2d_246", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_247", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_247", "inbound_nodes": [[["conv2d_247", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_238", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_238", "inbound_nodes": [[["batch_normalization_238", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_241", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_241", "inbound_nodes": [[["batch_normalization_241", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_246", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_246", "inbound_nodes": [[["batch_normalization_246", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_247", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_247", "inbound_nodes": [[["batch_normalization_247", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed6", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed6", "inbound_nodes": [[["activation_238", 0, 0, {}], ["activation_241", 0, 0, {}], ["activation_246", 0, 0, {}], ["activation_247", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_252", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_252", "inbound_nodes": [[["mixed6", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_252", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_252", "inbound_nodes": [[["conv2d_252", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_252", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_252", "inbound_nodes": [[["batch_normalization_252", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_253", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_253", "inbound_nodes": [[["activation_252", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_253", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_253", "inbound_nodes": [[["conv2d_253", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_253", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_253", "inbound_nodes": [[["batch_normalization_253", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_249", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_249", "inbound_nodes": [[["mixed6", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_254", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_254", "inbound_nodes": [[["activation_253", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_249", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_249", "inbound_nodes": [[["conv2d_249", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_254", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_254", "inbound_nodes": [[["conv2d_254", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_249", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_249", "inbound_nodes": [[["batch_normalization_249", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_254", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_254", "inbound_nodes": [[["batch_normalization_254", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_250", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_250", "inbound_nodes": [[["activation_249", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_255", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_255", "inbound_nodes": [[["activation_254", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_250", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_250", "inbound_nodes": [[["conv2d_250", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_255", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_255", "inbound_nodes": [[["conv2d_255", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_250", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_250", "inbound_nodes": [[["batch_normalization_250", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_255", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_255", "inbound_nodes": [[["batch_normalization_255", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_24", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_24", "inbound_nodes": [[["mixed6", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_248", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_248", "inbound_nodes": [[["mixed6", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_251", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_251", "inbound_nodes": [[["activation_250", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_256", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_256", "inbound_nodes": [[["activation_255", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_257", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_257", "inbound_nodes": [[["average_pooling2d_24", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_248", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_248", "inbound_nodes": [[["conv2d_248", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_251", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_251", "inbound_nodes": [[["conv2d_251", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_256", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_256", "inbound_nodes": [[["conv2d_256", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_257", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_257", "inbound_nodes": [[["conv2d_257", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_248", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_248", "inbound_nodes": [[["batch_normalization_248", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_251", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_251", "inbound_nodes": [[["batch_normalization_251", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_256", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_256", "inbound_nodes": [[["batch_normalization_256", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_257", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_257", "inbound_nodes": [[["batch_normalization_257", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed7", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed7", "inbound_nodes": [[["activation_248", 0, 0, {}], ["activation_251", 0, 0, {}], ["activation_256", 0, 0, {}], ["activation_257", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_260", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_260", "inbound_nodes": [[["mixed7", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_260", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_260", "inbound_nodes": [[["conv2d_260", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_260", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_260", "inbound_nodes": [[["batch_normalization_260", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_261", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_261", "inbound_nodes": [[["activation_260", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_261", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_261", "inbound_nodes": [[["conv2d_261", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_261", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_261", "inbound_nodes": [[["batch_normalization_261", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_258", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_258", "inbound_nodes": [[["mixed7", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_262", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_262", "inbound_nodes": [[["activation_261", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_258", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_258", "inbound_nodes": [[["conv2d_258", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_262", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_262", "inbound_nodes": [[["conv2d_262", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_258", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_258", "inbound_nodes": [[["batch_normalization_258", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_262", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_262", "inbound_nodes": [[["batch_normalization_262", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_259", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_259", "inbound_nodes": [[["activation_258", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_263", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_263", "inbound_nodes": [[["activation_262", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_259", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_259", "inbound_nodes": [[["conv2d_259", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_263", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_263", "inbound_nodes": [[["conv2d_263", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_259", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_259", "inbound_nodes": [[["batch_normalization_259", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_263", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_263", "inbound_nodes": [[["batch_normalization_263", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_11", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "max_pooling2d_11", "inbound_nodes": [[["mixed7", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed8", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed8", "inbound_nodes": [[["activation_259", 0, 0, {}], ["activation_263", 0, 0, {}], ["max_pooling2d_11", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_268", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_268", "inbound_nodes": [[["mixed8", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_268", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_268", "inbound_nodes": [[["conv2d_268", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_268", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_268", "inbound_nodes": [[["batch_normalization_268", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_265", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_265", "inbound_nodes": [[["mixed8", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_269", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_269", "inbound_nodes": [[["activation_268", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_265", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_265", "inbound_nodes": [[["conv2d_265", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_269", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_269", "inbound_nodes": [[["conv2d_269", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_265", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_265", "inbound_nodes": [[["batch_normalization_265", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_269", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_269", "inbound_nodes": [[["batch_normalization_269", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_266", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_266", "inbound_nodes": [[["activation_265", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_267", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_267", "inbound_nodes": [[["activation_265", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_270", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_270", "inbound_nodes": [[["activation_269", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_271", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_271", "inbound_nodes": [[["activation_269", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_25", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_25", "inbound_nodes": [[["mixed8", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_264", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_264", "inbound_nodes": [[["mixed8", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_266", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_266", "inbound_nodes": [[["conv2d_266", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_267", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_267", "inbound_nodes": [[["conv2d_267", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_270", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_270", "inbound_nodes": [[["conv2d_270", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_271", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_271", "inbound_nodes": [[["conv2d_271", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_272", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_272", "inbound_nodes": [[["average_pooling2d_25", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_264", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_264", "inbound_nodes": [[["conv2d_264", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_266", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_266", "inbound_nodes": [[["batch_normalization_266", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_267", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_267", "inbound_nodes": [[["batch_normalization_267", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_270", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_270", "inbound_nodes": [[["batch_normalization_270", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_271", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_271", "inbound_nodes": [[["batch_normalization_271", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_272", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_272", "inbound_nodes": [[["conv2d_272", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_264", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_264", "inbound_nodes": [[["batch_normalization_264", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed9_0", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed9_0", "inbound_nodes": [[["activation_266", 0, 0, {}], ["activation_267", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_4", "trainable": true, "dtype": "float32", "axis": 3}, "name": "concatenate_4", "inbound_nodes": [[["activation_270", 0, 0, {}], ["activation_271", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_272", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_272", "inbound_nodes": [[["batch_normalization_272", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed9", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed9", "inbound_nodes": [[["activation_264", 0, 0, {}], ["mixed9_0", 0, 0, {}], ["concatenate_4", 0, 0, {}], ["activation_272", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_277", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_277", "inbound_nodes": [[["mixed9", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_277", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_277", "inbound_nodes": [[["conv2d_277", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_277", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_277", "inbound_nodes": [[["batch_normalization_277", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_274", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_274", "inbound_nodes": [[["mixed9", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_278", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_278", "inbound_nodes": [[["activation_277", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_274", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_274", "inbound_nodes": [[["conv2d_274", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_278", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_278", "inbound_nodes": [[["conv2d_278", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_274", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_274", "inbound_nodes": [[["batch_normalization_274", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_278", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_278", "inbound_nodes": [[["batch_normalization_278", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_275", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_275", "inbound_nodes": [[["activation_274", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_276", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_276", "inbound_nodes": [[["activation_274", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_279", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_279", "inbound_nodes": [[["activation_278", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_280", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_280", "inbound_nodes": [[["activation_278", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_26", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_26", "inbound_nodes": [[["mixed9", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_273", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_273", "inbound_nodes": [[["mixed9", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_275", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_275", "inbound_nodes": [[["conv2d_275", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_276", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_276", "inbound_nodes": [[["conv2d_276", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_279", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_279", "inbound_nodes": [[["conv2d_279", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_280", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_280", "inbound_nodes": [[["conv2d_280", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_281", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_281", "inbound_nodes": [[["average_pooling2d_26", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_273", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_273", "inbound_nodes": [[["conv2d_273", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_275", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_275", "inbound_nodes": [[["batch_normalization_275", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_276", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_276", "inbound_nodes": [[["batch_normalization_276", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_279", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_279", "inbound_nodes": [[["batch_normalization_279", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_280", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_280", "inbound_nodes": [[["batch_normalization_280", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_281", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_281", "inbound_nodes": [[["conv2d_281", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_273", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_273", "inbound_nodes": [[["batch_normalization_273", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed9_1", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed9_1", "inbound_nodes": [[["activation_275", 0, 0, {}], ["activation_276", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_5", "trainable": true, "dtype": "float32", "axis": 3}, "name": "concatenate_5", "inbound_nodes": [[["activation_279", 0, 0, {}], ["activation_280", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_281", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_281", "inbound_nodes": [[["batch_normalization_281", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed10", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed10", "inbound_nodes": [[["activation_273", 0, 0, {}], ["mixed9_1", 0, 0, {}], ["concatenate_5", 0, 0, {}], ["activation_281", 0, 0, {}]]]}], "input_layers": [["input_4", 0, 0]], "output_layers": [["mixed10", 0, 0]]}, "name": "inception_v3", "inbound_nodes": [[["tf.math.subtract_1", 0, 0, {"training": false}]]]}, {"class_name": "GlobalAveragePooling2D", "config": {"name": "global_average_pooling2d_1", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "name": "global_average_pooling2d_1", "inbound_nodes": [[["inception_v3", 1, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_1", "trainable": true, "dtype": "float32", "rate": 0.2, "noise_shape": null, "seed": null}, "name": "dropout_1", "inbound_nodes": [[["global_average_pooling2d_1", 0, 0, {}]]]}, {"class_name": "Dense", "config": {"name": "dense", "trainable": true, "dtype": "float32", "units": 6, "activation": "softmax", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "dense", "inbound_nodes": [[["dropout_1", 0, 0, {}]]]}], "input_layers": [["input_7", 0, 0]], "output_layers": [["dense", 0, 0]]}, "shared_object_id": 888, "input_spec": [{"class_name": "InputSpec", "config": {"dtype": null, "shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}}], "build_input_shape": {"class_name": "TensorShape", "items": [null, 224, 224, 3]}, "is_graph_network": true, "full_save_spec": {"class_name": "__tuple__", "items": [[{"class_name": "TypeSpec", "type_spec": "tf.TensorSpec", "serialized": [{"class_name": "TensorShape", "items": [null, 224, 224, 3]}, "float32", "input_7"]}], {}]}, "save_spec": {"class_name": "TypeSpec", "type_spec": "tf.TensorSpec", "serialized": [{"class_name": "TensorShape", "items": [null, 224, 224, 3]}, "float32", "input_7"]}, "keras_version": "2.13.1", "backend": "tensorflow", "model_config": {"class_name": "Functional", "config": {"name": "model_1", "trainable": true, "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "input_7"}, "name": "input_7", "inbound_nodes": [], "shared_object_id": 0}, {"class_name": "Sequential", "config": {"name": "sequential_14", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, null, null, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "random_flip_14_input"}}, {"class_name": "RandomFlip", "config": {"name": "random_flip_14", "trainable": true, "dtype": "float32", "mode": "horizontal", "seed": null}}, {"class_name": "RandomRotation", "config": {"name": "random_rotation_14", "trainable": true, "dtype": "float32", "factor": 0.2, "fill_mode": "reflect", "fill_value": 0.0, "interpolation": "bilinear", "seed": null}}]}, "name": "sequential_14", "inbound_nodes": [[["input_7", 0, 0, {}]]], "shared_object_id": 4}, {"class_name": "TFOpLambda", "config": {"name": "tf.math.truediv_1", "trainable": true, "dtype": "float32", "function": "math.truediv"}, "name": "tf.math.truediv_1", "inbound_nodes": [["sequential_14", 1, 0, {"y": 127.5, "name": null}]], "shared_object_id": 5}, {"class_name": "TFOpLambda", "config": {"name": "tf.math.subtract_1", "trainable": true, "dtype": "float32", "function": "math.subtract"}, "name": "tf.math.subtract_1", "inbound_nodes": [["tf.math.truediv_1", 0, 0, {"y": 1.0, "name": null}]], "shared_object_id": 6}, {"class_name": "Functional", "config": {"name": "inception_v3", "trainable": true, "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "input_4"}, "name": "input_4", "inbound_nodes": []}, {"class_name": "Conv2D", "config": {"name": "conv2d_188", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_188", "inbound_nodes": [[["input_4", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_188", "inbound_nodes": [[["conv2d_188", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_188", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_188", "inbound_nodes": [[["batch_normalization_188", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_189", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_189", "inbound_nodes": [[["activation_188", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_189", "inbound_nodes": [[["conv2d_189", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_189", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_189", "inbound_nodes": [[["batch_normalization_189", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_190", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_190", "inbound_nodes": [[["activation_189", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_190", "inbound_nodes": [[["conv2d_190", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_190", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_190", "inbound_nodes": [[["batch_normalization_190", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_8", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "max_pooling2d_8", "inbound_nodes": [[["activation_190", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_191", "trainable": false, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_191", "inbound_nodes": [[["max_pooling2d_8", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_191", "inbound_nodes": [[["conv2d_191", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_191", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_191", "inbound_nodes": [[["batch_normalization_191", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_192", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_192", "inbound_nodes": [[["activation_191", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_192", "inbound_nodes": [[["conv2d_192", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_192", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_192", "inbound_nodes": [[["batch_normalization_192", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_9", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "max_pooling2d_9", "inbound_nodes": [[["activation_192", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_196", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_196", "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_196", "inbound_nodes": [[["conv2d_196", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_196", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_196", "inbound_nodes": [[["batch_normalization_196", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_194", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_194", "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_197", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_197", "inbound_nodes": [[["activation_196", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_194", "inbound_nodes": [[["conv2d_194", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_197", "inbound_nodes": [[["conv2d_197", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_194", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_194", "inbound_nodes": [[["batch_normalization_194", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_197", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_197", "inbound_nodes": [[["batch_normalization_197", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_18", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_18", "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_193", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_193", "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_195", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_195", "inbound_nodes": [[["activation_194", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_198", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_198", "inbound_nodes": [[["activation_197", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_199", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_199", "inbound_nodes": [[["average_pooling2d_18", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_193", "inbound_nodes": [[["conv2d_193", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_195", "inbound_nodes": [[["conv2d_195", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_198", "inbound_nodes": [[["conv2d_198", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_199", "inbound_nodes": [[["conv2d_199", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_193", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_193", "inbound_nodes": [[["batch_normalization_193", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_195", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_195", "inbound_nodes": [[["batch_normalization_195", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_198", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_198", "inbound_nodes": [[["batch_normalization_198", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_199", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_199", "inbound_nodes": [[["batch_normalization_199", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed0", "trainable": false, "dtype": "float32", "axis": 3}, "name": "mixed0", "inbound_nodes": [[["activation_193", 0, 0, {}], ["activation_195", 0, 0, {}], ["activation_198", 0, 0, {}], ["activation_199", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_203", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_203", "inbound_nodes": [[["mixed0", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_203", "inbound_nodes": [[["conv2d_203", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_203", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_203", "inbound_nodes": [[["batch_normalization_203", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_201", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_201", "inbound_nodes": [[["mixed0", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_204", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_204", "inbound_nodes": [[["activation_203", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_201", "inbound_nodes": [[["conv2d_201", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_204", "inbound_nodes": [[["conv2d_204", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_201", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_201", "inbound_nodes": [[["batch_normalization_201", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_204", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_204", "inbound_nodes": [[["batch_normalization_204", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_19", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_19", "inbound_nodes": [[["mixed0", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_200", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_200", "inbound_nodes": [[["mixed0", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_202", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_202", "inbound_nodes": [[["activation_201", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_205", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_205", "inbound_nodes": [[["activation_204", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_206", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_206", "inbound_nodes": [[["average_pooling2d_19", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_200", "inbound_nodes": [[["conv2d_200", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_202", "inbound_nodes": [[["conv2d_202", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_205", "inbound_nodes": [[["conv2d_205", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_206", "inbound_nodes": [[["conv2d_206", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_200", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_200", "inbound_nodes": [[["batch_normalization_200", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_202", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_202", "inbound_nodes": [[["batch_normalization_202", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_205", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_205", "inbound_nodes": [[["batch_normalization_205", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_206", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_206", "inbound_nodes": [[["batch_normalization_206", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed1", "trainable": false, "dtype": "float32", "axis": 3}, "name": "mixed1", "inbound_nodes": [[["activation_200", 0, 0, {}], ["activation_202", 0, 0, {}], ["activation_205", 0, 0, {}], ["activation_206", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_210", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_210", "inbound_nodes": [[["mixed1", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_210", "inbound_nodes": [[["conv2d_210", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_210", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_210", "inbound_nodes": [[["batch_normalization_210", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_208", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_208", "inbound_nodes": [[["mixed1", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_211", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_211", "inbound_nodes": [[["activation_210", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_208", "inbound_nodes": [[["conv2d_208", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_211", "inbound_nodes": [[["conv2d_211", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_208", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_208", "inbound_nodes": [[["batch_normalization_208", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_211", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_211", "inbound_nodes": [[["batch_normalization_211", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_20", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_20", "inbound_nodes": [[["mixed1", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_207", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_207", "inbound_nodes": [[["mixed1", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_209", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_209", "inbound_nodes": [[["activation_208", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_212", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_212", "inbound_nodes": [[["activation_211", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_213", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_213", "inbound_nodes": [[["average_pooling2d_20", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_207", "inbound_nodes": [[["conv2d_207", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_209", "inbound_nodes": [[["conv2d_209", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_212", "inbound_nodes": [[["conv2d_212", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_213", "inbound_nodes": [[["conv2d_213", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_207", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_207", "inbound_nodes": [[["batch_normalization_207", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_209", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_209", "inbound_nodes": [[["batch_normalization_209", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_212", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_212", "inbound_nodes": [[["batch_normalization_212", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_213", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_213", "inbound_nodes": [[["batch_normalization_213", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed2", "trainable": false, "dtype": "float32", "axis": 3}, "name": "mixed2", "inbound_nodes": [[["activation_207", 0, 0, {}], ["activation_209", 0, 0, {}], ["activation_212", 0, 0, {}], ["activation_213", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_215", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_215", "inbound_nodes": [[["mixed2", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_215", "inbound_nodes": [[["conv2d_215", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_215", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_215", "inbound_nodes": [[["batch_normalization_215", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_216", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_216", "inbound_nodes": [[["activation_215", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_216", "inbound_nodes": [[["conv2d_216", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_216", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_216", "inbound_nodes": [[["batch_normalization_216", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_214", "trainable": false, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_214", "inbound_nodes": [[["mixed2", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_217", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_217", "inbound_nodes": [[["activation_216", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_214", "inbound_nodes": [[["conv2d_214", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_217", "inbound_nodes": [[["conv2d_217", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_214", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_214", "inbound_nodes": [[["batch_normalization_214", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_217", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_217", "inbound_nodes": [[["batch_normalization_217", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_10", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "max_pooling2d_10", "inbound_nodes": [[["mixed2", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed3", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed3", "inbound_nodes": [[["activation_214", 0, 0, {}], ["activation_217", 0, 0, {}], ["max_pooling2d_10", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_222", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_222", "inbound_nodes": [[["mixed3", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_222", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_222", "inbound_nodes": [[["conv2d_222", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_222", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_222", "inbound_nodes": [[["batch_normalization_222", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_223", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_223", "inbound_nodes": [[["activation_222", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_223", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_223", "inbound_nodes": [[["conv2d_223", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_223", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_223", "inbound_nodes": [[["batch_normalization_223", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_219", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_219", "inbound_nodes": [[["mixed3", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_224", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_224", "inbound_nodes": [[["activation_223", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_219", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_219", "inbound_nodes": [[["conv2d_219", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_224", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_224", "inbound_nodes": [[["conv2d_224", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_219", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_219", "inbound_nodes": [[["batch_normalization_219", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_224", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_224", "inbound_nodes": [[["batch_normalization_224", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_220", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_220", "inbound_nodes": [[["activation_219", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_225", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_225", "inbound_nodes": [[["activation_224", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_220", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_220", "inbound_nodes": [[["conv2d_220", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_225", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_225", "inbound_nodes": [[["conv2d_225", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_220", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_220", "inbound_nodes": [[["batch_normalization_220", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_225", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_225", "inbound_nodes": [[["batch_normalization_225", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_21", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_21", "inbound_nodes": [[["mixed3", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_218", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_218", "inbound_nodes": [[["mixed3", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_221", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_221", "inbound_nodes": [[["activation_220", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_226", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_226", "inbound_nodes": [[["activation_225", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_227", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_227", "inbound_nodes": [[["average_pooling2d_21", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_218", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_218", "inbound_nodes": [[["conv2d_218", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_221", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_221", "inbound_nodes": [[["conv2d_221", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_226", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_226", "inbound_nodes": [[["conv2d_226", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_227", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_227", "inbound_nodes": [[["conv2d_227", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_218", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_218", "inbound_nodes": [[["batch_normalization_218", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_221", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_221", "inbound_nodes": [[["batch_normalization_221", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_226", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_226", "inbound_nodes": [[["batch_normalization_226", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_227", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_227", "inbound_nodes": [[["batch_normalization_227", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed4", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed4", "inbound_nodes": [[["activation_218", 0, 0, {}], ["activation_221", 0, 0, {}], ["activation_226", 0, 0, {}], ["activation_227", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_232", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_232", "inbound_nodes": [[["mixed4", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_232", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_232", "inbound_nodes": [[["conv2d_232", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_232", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_232", "inbound_nodes": [[["batch_normalization_232", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_233", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_233", "inbound_nodes": [[["activation_232", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_233", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_233", "inbound_nodes": [[["conv2d_233", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_233", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_233", "inbound_nodes": [[["batch_normalization_233", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_229", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_229", "inbound_nodes": [[["mixed4", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_234", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_234", "inbound_nodes": [[["activation_233", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_229", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_229", "inbound_nodes": [[["conv2d_229", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_234", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_234", "inbound_nodes": [[["conv2d_234", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_229", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_229", "inbound_nodes": [[["batch_normalization_229", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_234", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_234", "inbound_nodes": [[["batch_normalization_234", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_230", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_230", "inbound_nodes": [[["activation_229", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_235", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_235", "inbound_nodes": [[["activation_234", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_230", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_230", "inbound_nodes": [[["conv2d_230", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_235", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_235", "inbound_nodes": [[["conv2d_235", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_230", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_230", "inbound_nodes": [[["batch_normalization_230", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_235", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_235", "inbound_nodes": [[["batch_normalization_235", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_22", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_22", "inbound_nodes": [[["mixed4", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_228", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_228", "inbound_nodes": [[["mixed4", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_231", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_231", "inbound_nodes": [[["activation_230", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_236", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_236", "inbound_nodes": [[["activation_235", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_237", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_237", "inbound_nodes": [[["average_pooling2d_22", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_228", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_228", "inbound_nodes": [[["conv2d_228", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_231", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_231", "inbound_nodes": [[["conv2d_231", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_236", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_236", "inbound_nodes": [[["conv2d_236", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_237", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_237", "inbound_nodes": [[["conv2d_237", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_228", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_228", "inbound_nodes": [[["batch_normalization_228", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_231", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_231", "inbound_nodes": [[["batch_normalization_231", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_236", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_236", "inbound_nodes": [[["batch_normalization_236", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_237", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_237", "inbound_nodes": [[["batch_normalization_237", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed5", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed5", "inbound_nodes": [[["activation_228", 0, 0, {}], ["activation_231", 0, 0, {}], ["activation_236", 0, 0, {}], ["activation_237", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_242", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_242", "inbound_nodes": [[["mixed5", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_242", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_242", "inbound_nodes": [[["conv2d_242", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_242", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_242", "inbound_nodes": [[["batch_normalization_242", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_243", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_243", "inbound_nodes": [[["activation_242", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_243", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_243", "inbound_nodes": [[["conv2d_243", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_243", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_243", "inbound_nodes": [[["batch_normalization_243", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_239", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_239", "inbound_nodes": [[["mixed5", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_244", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_244", "inbound_nodes": [[["activation_243", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_239", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_239", "inbound_nodes": [[["conv2d_239", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_244", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_244", "inbound_nodes": [[["conv2d_244", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_239", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_239", "inbound_nodes": [[["batch_normalization_239", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_244", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_244", "inbound_nodes": [[["batch_normalization_244", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_240", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_240", "inbound_nodes": [[["activation_239", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_245", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_245", "inbound_nodes": [[["activation_244", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_240", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_240", "inbound_nodes": [[["conv2d_240", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_245", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_245", "inbound_nodes": [[["conv2d_245", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_240", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_240", "inbound_nodes": [[["batch_normalization_240", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_245", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_245", "inbound_nodes": [[["batch_normalization_245", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_23", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_23", "inbound_nodes": [[["mixed5", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_238", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_238", "inbound_nodes": [[["mixed5", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_241", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_241", "inbound_nodes": [[["activation_240", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_246", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_246", "inbound_nodes": [[["activation_245", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_247", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_247", "inbound_nodes": [[["average_pooling2d_23", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_238", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_238", "inbound_nodes": [[["conv2d_238", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_241", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_241", "inbound_nodes": [[["conv2d_241", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_246", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_246", "inbound_nodes": [[["conv2d_246", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_247", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_247", "inbound_nodes": [[["conv2d_247", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_238", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_238", "inbound_nodes": [[["batch_normalization_238", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_241", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_241", "inbound_nodes": [[["batch_normalization_241", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_246", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_246", "inbound_nodes": [[["batch_normalization_246", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_247", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_247", "inbound_nodes": [[["batch_normalization_247", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed6", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed6", "inbound_nodes": [[["activation_238", 0, 0, {}], ["activation_241", 0, 0, {}], ["activation_246", 0, 0, {}], ["activation_247", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_252", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_252", "inbound_nodes": [[["mixed6", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_252", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_252", "inbound_nodes": [[["conv2d_252", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_252", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_252", "inbound_nodes": [[["batch_normalization_252", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_253", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_253", "inbound_nodes": [[["activation_252", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_253", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_253", "inbound_nodes": [[["conv2d_253", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_253", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_253", "inbound_nodes": [[["batch_normalization_253", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_249", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_249", "inbound_nodes": [[["mixed6", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_254", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_254", "inbound_nodes": [[["activation_253", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_249", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_249", "inbound_nodes": [[["conv2d_249", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_254", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_254", "inbound_nodes": [[["conv2d_254", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_249", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_249", "inbound_nodes": [[["batch_normalization_249", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_254", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_254", "inbound_nodes": [[["batch_normalization_254", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_250", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_250", "inbound_nodes": [[["activation_249", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_255", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_255", "inbound_nodes": [[["activation_254", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_250", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_250", "inbound_nodes": [[["conv2d_250", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_255", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_255", "inbound_nodes": [[["conv2d_255", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_250", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_250", "inbound_nodes": [[["batch_normalization_250", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_255", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_255", "inbound_nodes": [[["batch_normalization_255", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_24", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_24", "inbound_nodes": [[["mixed6", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_248", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_248", "inbound_nodes": [[["mixed6", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_251", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_251", "inbound_nodes": [[["activation_250", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_256", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_256", "inbound_nodes": [[["activation_255", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_257", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_257", "inbound_nodes": [[["average_pooling2d_24", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_248", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_248", "inbound_nodes": [[["conv2d_248", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_251", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_251", "inbound_nodes": [[["conv2d_251", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_256", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_256", "inbound_nodes": [[["conv2d_256", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_257", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_257", "inbound_nodes": [[["conv2d_257", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_248", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_248", "inbound_nodes": [[["batch_normalization_248", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_251", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_251", "inbound_nodes": [[["batch_normalization_251", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_256", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_256", "inbound_nodes": [[["batch_normalization_256", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_257", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_257", "inbound_nodes": [[["batch_normalization_257", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed7", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed7", "inbound_nodes": [[["activation_248", 0, 0, {}], ["activation_251", 0, 0, {}], ["activation_256", 0, 0, {}], ["activation_257", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_260", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_260", "inbound_nodes": [[["mixed7", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_260", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_260", "inbound_nodes": [[["conv2d_260", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_260", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_260", "inbound_nodes": [[["batch_normalization_260", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_261", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_261", "inbound_nodes": [[["activation_260", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_261", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_261", "inbound_nodes": [[["conv2d_261", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_261", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_261", "inbound_nodes": [[["batch_normalization_261", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_258", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_258", "inbound_nodes": [[["mixed7", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_262", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_262", "inbound_nodes": [[["activation_261", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_258", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_258", "inbound_nodes": [[["conv2d_258", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_262", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_262", "inbound_nodes": [[["conv2d_262", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_258", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_258", "inbound_nodes": [[["batch_normalization_258", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_262", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_262", "inbound_nodes": [[["batch_normalization_262", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_259", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_259", "inbound_nodes": [[["activation_258", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_263", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_263", "inbound_nodes": [[["activation_262", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_259", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_259", "inbound_nodes": [[["conv2d_259", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_263", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_263", "inbound_nodes": [[["conv2d_263", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_259", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_259", "inbound_nodes": [[["batch_normalization_259", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_263", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_263", "inbound_nodes": [[["batch_normalization_263", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_11", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "max_pooling2d_11", "inbound_nodes": [[["mixed7", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed8", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed8", "inbound_nodes": [[["activation_259", 0, 0, {}], ["activation_263", 0, 0, {}], ["max_pooling2d_11", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_268", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_268", "inbound_nodes": [[["mixed8", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_268", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_268", "inbound_nodes": [[["conv2d_268", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_268", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_268", "inbound_nodes": [[["batch_normalization_268", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_265", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_265", "inbound_nodes": [[["mixed8", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_269", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_269", "inbound_nodes": [[["activation_268", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_265", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_265", "inbound_nodes": [[["conv2d_265", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_269", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_269", "inbound_nodes": [[["conv2d_269", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_265", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_265", "inbound_nodes": [[["batch_normalization_265", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_269", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_269", "inbound_nodes": [[["batch_normalization_269", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_266", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_266", "inbound_nodes": [[["activation_265", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_267", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_267", "inbound_nodes": [[["activation_265", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_270", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_270", "inbound_nodes": [[["activation_269", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_271", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_271", "inbound_nodes": [[["activation_269", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_25", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_25", "inbound_nodes": [[["mixed8", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_264", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_264", "inbound_nodes": [[["mixed8", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_266", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_266", "inbound_nodes": [[["conv2d_266", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_267", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_267", "inbound_nodes": [[["conv2d_267", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_270", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_270", "inbound_nodes": [[["conv2d_270", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_271", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_271", "inbound_nodes": [[["conv2d_271", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_272", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_272", "inbound_nodes": [[["average_pooling2d_25", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_264", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_264", "inbound_nodes": [[["conv2d_264", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_266", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_266", "inbound_nodes": [[["batch_normalization_266", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_267", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_267", "inbound_nodes": [[["batch_normalization_267", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_270", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_270", "inbound_nodes": [[["batch_normalization_270", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_271", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_271", "inbound_nodes": [[["batch_normalization_271", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_272", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_272", "inbound_nodes": [[["conv2d_272", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_264", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_264", "inbound_nodes": [[["batch_normalization_264", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed9_0", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed9_0", "inbound_nodes": [[["activation_266", 0, 0, {}], ["activation_267", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_4", "trainable": true, "dtype": "float32", "axis": 3}, "name": "concatenate_4", "inbound_nodes": [[["activation_270", 0, 0, {}], ["activation_271", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_272", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_272", "inbound_nodes": [[["batch_normalization_272", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed9", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed9", "inbound_nodes": [[["activation_264", 0, 0, {}], ["mixed9_0", 0, 0, {}], ["concatenate_4", 0, 0, {}], ["activation_272", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_277", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_277", "inbound_nodes": [[["mixed9", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_277", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_277", "inbound_nodes": [[["conv2d_277", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_277", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_277", "inbound_nodes": [[["batch_normalization_277", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_274", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_274", "inbound_nodes": [[["mixed9", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_278", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_278", "inbound_nodes": [[["activation_277", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_274", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_274", "inbound_nodes": [[["conv2d_274", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_278", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_278", "inbound_nodes": [[["conv2d_278", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_274", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_274", "inbound_nodes": [[["batch_normalization_274", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_278", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_278", "inbound_nodes": [[["batch_normalization_278", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_275", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_275", "inbound_nodes": [[["activation_274", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_276", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_276", "inbound_nodes": [[["activation_274", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_279", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_279", "inbound_nodes": [[["activation_278", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_280", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_280", "inbound_nodes": [[["activation_278", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_26", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_26", "inbound_nodes": [[["mixed9", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_273", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_273", "inbound_nodes": [[["mixed9", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_275", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_275", "inbound_nodes": [[["conv2d_275", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_276", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_276", "inbound_nodes": [[["conv2d_276", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_279", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_279", "inbound_nodes": [[["conv2d_279", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_280", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_280", "inbound_nodes": [[["conv2d_280", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_281", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_281", "inbound_nodes": [[["average_pooling2d_26", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_273", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_273", "inbound_nodes": [[["conv2d_273", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_275", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_275", "inbound_nodes": [[["batch_normalization_275", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_276", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_276", "inbound_nodes": [[["batch_normalization_276", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_279", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_279", "inbound_nodes": [[["batch_normalization_279", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_280", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_280", "inbound_nodes": [[["batch_normalization_280", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_281", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_281", "inbound_nodes": [[["conv2d_281", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_273", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_273", "inbound_nodes": [[["batch_normalization_273", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed9_1", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed9_1", "inbound_nodes": [[["activation_275", 0, 0, {}], ["activation_276", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_5", "trainable": true, "dtype": "float32", "axis": 3}, "name": "concatenate_5", "inbound_nodes": [[["activation_279", 0, 0, {}], ["activation_280", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_281", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_281", "inbound_nodes": [[["batch_normalization_281", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed10", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed10", "inbound_nodes": [[["activation_273", 0, 0, {}], ["mixed9_1", 0, 0, {}], ["concatenate_5", 0, 0, {}], ["activation_281", 0, 0, {}]]]}], "input_layers": [["input_4", 0, 0]], "output_layers": [["mixed10", 0, 0]]}, "name": "inception_v3", "inbound_nodes": [[["tf.math.subtract_1", 0, 0, {"training": false}]]], "shared_object_id": 882}, {"class_name": "GlobalAveragePooling2D", "config": {"name": "global_average_pooling2d_1", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "name": "global_average_pooling2d_1", "inbound_nodes": [[["inception_v3", 1, 0, {}]]], "shared_object_id": 883}, {"class_name": "Dropout", "config": {"name": "dropout_1", "trainable": true, "dtype": "float32", "rate": 0.2, "noise_shape": null, "seed": null}, "name": "dropout_1", "inbound_nodes": [[["global_average_pooling2d_1", 0, 0, {}]]], "shared_object_id": 884}, {"class_name": "Dense", "config": {"name": "dense", "trainable": true, "dtype": "float32", "units": 6, "activation": "softmax", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 885}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 886}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "dense", "inbound_nodes": [[["dropout_1", 0, 0, {}]]], "shared_object_id": 887}], "input_layers": [["input_7", 0, 0]], "output_layers": [["dense", 0, 0]]}}, "training_config": {"loss": "sparse_categorical_crossentropy", "metrics": [[{"class_name": "MeanMetricWrapper", "config": {"name": "accuracy", "dtype": "float32", "fn": "sparse_categorical_accuracy"}, "shared_object_id": 890}]], "weighted_metrics": null, "loss_weights": null, "optimizer_config": {"class_name": "RMSprop", "config": {"name": "RMSprop", "learning_rate": 9.999999747378752e-06, "decay": 0.0, "rho": 0.8999999761581421, "momentum": 0.0, "epsilon": 1e-07, "centered": false}}}}2

�
root.layer-0"_tf_keras_input_layer*�{"class_name": "InputLayer", "name": "input_7", "dtype": "float32", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "input_7"}}2

�root.layer-1"_tf_keras_sequential*�{"name": "sequential_14", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": false, "class_name": "Sequential", "config": {"name": "sequential_14", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, null, null, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "random_flip_14_input"}}, {"class_name": "RandomFlip", "config": {"name": "random_flip_14", "trainable": true, "dtype": "float32", "mode": "horizontal", "seed": null}}, {"class_name": "RandomRotation", "config": {"name": "random_rotation_14", "trainable": true, "dtype": "float32", "factor": 0.2, "fill_mode": "reflect", "fill_value": 0.0, "interpolation": "bilinear", "seed": null}}]}, "inbound_nodes": [[["input_7", 0, 0, {}]]], "shared_object_id": 4, "build_input_shape": {"class_name": "TensorShape", "items": [null, null, null, 3]}, "is_graph_network": true, "full_save_spec": {"class_name": "__tuple__", "items": [[{"class_name": "TypeSpec", "type_spec": "tf.TensorSpec", "serialized": [{"class_name": "TensorShape", "items": [1, 224, 224, 3]}, "float32", "random_flip_14_input"]}], {}]}, "save_spec": {"class_name": "TypeSpec", "type_spec": "tf.TensorSpec", "serialized": [{"class_name": "TensorShape", "items": [1, 224, 224, 3]}, "float32", "random_flip_14_input"]}, "keras_version": "2.13.1", "backend": "tensorflow", "model_config": {"class_name": "Sequential", "config": {"name": "sequential_14", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, null, null, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "random_flip_14_input"}, "shared_object_id": 1}, {"class_name": "RandomFlip", "config": {"name": "random_flip_14", "trainable": true, "dtype": "float32", "mode": "horizontal", "seed": null}, "shared_object_id": 2}, {"class_name": "RandomRotation", "config": {"name": "random_rotation_14", "trainable": true, "dtype": "float32", "factor": 0.2, "fill_mode": "reflect", "fill_value": 0.0, "interpolation": "bilinear", "seed": null}, "shared_object_id": 3}]}}}2

�root.layer-2"_tf_keras_layer*�{"name": "tf.math.truediv_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.truediv_1", "trainable": true, "dtype": "float32", "function": "math.truediv"}, "inbound_nodes": [["sequential_14", 1, 0, {"y": 127.5, "name": null}]], "shared_object_id": 5, "build_input_shape": {"class_name": "TensorShape", "items": [null, 224, 224, 3]}}2

�root.layer-3"_tf_keras_layer*�{"name": "tf.math.subtract_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.subtract_1", "trainable": true, "dtype": "float32", "function": "math.subtract"}, "inbound_nodes": [["tf.math.truediv_1", 0, 0, {"y": 1.0, "name": null}]], "shared_object_id": 6, "build_input_shape": {"class_name": "TensorShape", "items": [null, 224, 224, 3]}}2

��root.layer_with_weights-0"_tf_keras_network*��{"name": "inception_v3", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": false, "class_name": "Functional", "config": {"name": "inception_v3", "trainable": true, "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "input_4"}, "name": "input_4", "inbound_nodes": []}, {"class_name": "Conv2D", "config": {"name": "conv2d_188", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_188", "inbound_nodes": [[["input_4", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_188", "inbound_nodes": [[["conv2d_188", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_188", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_188", "inbound_nodes": [[["batch_normalization_188", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_189", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_189", "inbound_nodes": [[["activation_188", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_189", "inbound_nodes": [[["conv2d_189", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_189", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_189", "inbound_nodes": [[["batch_normalization_189", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_190", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_190", "inbound_nodes": [[["activation_189", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_190", "inbound_nodes": [[["conv2d_190", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_190", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_190", "inbound_nodes": [[["batch_normalization_190", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_8", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "max_pooling2d_8", "inbound_nodes": [[["activation_190", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_191", "trainable": false, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_191", "inbound_nodes": [[["max_pooling2d_8", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_191", "inbound_nodes": [[["conv2d_191", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_191", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_191", "inbound_nodes": [[["batch_normalization_191", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_192", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_192", "inbound_nodes": [[["activation_191", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_192", "inbound_nodes": [[["conv2d_192", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_192", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_192", "inbound_nodes": [[["batch_normalization_192", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_9", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "max_pooling2d_9", "inbound_nodes": [[["activation_192", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_196", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_196", "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_196", "inbound_nodes": [[["conv2d_196", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_196", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_196", "inbound_nodes": [[["batch_normalization_196", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_194", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_194", "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_197", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_197", "inbound_nodes": [[["activation_196", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_194", "inbound_nodes": [[["conv2d_194", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_197", "inbound_nodes": [[["conv2d_197", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_194", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_194", "inbound_nodes": [[["batch_normalization_194", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_197", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_197", "inbound_nodes": [[["batch_normalization_197", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_18", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_18", "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_193", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_193", "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_195", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_195", "inbound_nodes": [[["activation_194", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_198", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_198", "inbound_nodes": [[["activation_197", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_199", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_199", "inbound_nodes": [[["average_pooling2d_18", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_193", "inbound_nodes": [[["conv2d_193", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_195", "inbound_nodes": [[["conv2d_195", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_198", "inbound_nodes": [[["conv2d_198", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_199", "inbound_nodes": [[["conv2d_199", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_193", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_193", "inbound_nodes": [[["batch_normalization_193", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_195", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_195", "inbound_nodes": [[["batch_normalization_195", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_198", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_198", "inbound_nodes": [[["batch_normalization_198", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_199", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_199", "inbound_nodes": [[["batch_normalization_199", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed0", "trainable": false, "dtype": "float32", "axis": 3}, "name": "mixed0", "inbound_nodes": [[["activation_193", 0, 0, {}], ["activation_195", 0, 0, {}], ["activation_198", 0, 0, {}], ["activation_199", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_203", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_203", "inbound_nodes": [[["mixed0", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_203", "inbound_nodes": [[["conv2d_203", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_203", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_203", "inbound_nodes": [[["batch_normalization_203", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_201", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_201", "inbound_nodes": [[["mixed0", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_204", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_204", "inbound_nodes": [[["activation_203", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_201", "inbound_nodes": [[["conv2d_201", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_204", "inbound_nodes": [[["conv2d_204", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_201", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_201", "inbound_nodes": [[["batch_normalization_201", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_204", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_204", "inbound_nodes": [[["batch_normalization_204", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_19", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_19", "inbound_nodes": [[["mixed0", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_200", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_200", "inbound_nodes": [[["mixed0", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_202", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_202", "inbound_nodes": [[["activation_201", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_205", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_205", "inbound_nodes": [[["activation_204", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_206", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_206", "inbound_nodes": [[["average_pooling2d_19", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_200", "inbound_nodes": [[["conv2d_200", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_202", "inbound_nodes": [[["conv2d_202", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_205", "inbound_nodes": [[["conv2d_205", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_206", "inbound_nodes": [[["conv2d_206", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_200", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_200", "inbound_nodes": [[["batch_normalization_200", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_202", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_202", "inbound_nodes": [[["batch_normalization_202", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_205", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_205", "inbound_nodes": [[["batch_normalization_205", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_206", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_206", "inbound_nodes": [[["batch_normalization_206", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed1", "trainable": false, "dtype": "float32", "axis": 3}, "name": "mixed1", "inbound_nodes": [[["activation_200", 0, 0, {}], ["activation_202", 0, 0, {}], ["activation_205", 0, 0, {}], ["activation_206", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_210", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_210", "inbound_nodes": [[["mixed1", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_210", "inbound_nodes": [[["conv2d_210", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_210", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_210", "inbound_nodes": [[["batch_normalization_210", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_208", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_208", "inbound_nodes": [[["mixed1", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_211", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_211", "inbound_nodes": [[["activation_210", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_208", "inbound_nodes": [[["conv2d_208", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_211", "inbound_nodes": [[["conv2d_211", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_208", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_208", "inbound_nodes": [[["batch_normalization_208", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_211", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_211", "inbound_nodes": [[["batch_normalization_211", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_20", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_20", "inbound_nodes": [[["mixed1", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_207", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_207", "inbound_nodes": [[["mixed1", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_209", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_209", "inbound_nodes": [[["activation_208", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_212", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_212", "inbound_nodes": [[["activation_211", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_213", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_213", "inbound_nodes": [[["average_pooling2d_20", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_207", "inbound_nodes": [[["conv2d_207", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_209", "inbound_nodes": [[["conv2d_209", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_212", "inbound_nodes": [[["conv2d_212", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_213", "inbound_nodes": [[["conv2d_213", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_207", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_207", "inbound_nodes": [[["batch_normalization_207", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_209", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_209", "inbound_nodes": [[["batch_normalization_209", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_212", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_212", "inbound_nodes": [[["batch_normalization_212", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_213", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_213", "inbound_nodes": [[["batch_normalization_213", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed2", "trainable": false, "dtype": "float32", "axis": 3}, "name": "mixed2", "inbound_nodes": [[["activation_207", 0, 0, {}], ["activation_209", 0, 0, {}], ["activation_212", 0, 0, {}], ["activation_213", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_215", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_215", "inbound_nodes": [[["mixed2", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_215", "inbound_nodes": [[["conv2d_215", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_215", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_215", "inbound_nodes": [[["batch_normalization_215", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_216", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_216", "inbound_nodes": [[["activation_215", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_216", "inbound_nodes": [[["conv2d_216", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_216", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_216", "inbound_nodes": [[["batch_normalization_216", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_214", "trainable": false, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_214", "inbound_nodes": [[["mixed2", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_217", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_217", "inbound_nodes": [[["activation_216", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_214", "inbound_nodes": [[["conv2d_214", 0, 0, {}]]]}, {"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}, "name": "batch_normalization_217", "inbound_nodes": [[["conv2d_217", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_214", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_214", "inbound_nodes": [[["batch_normalization_214", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_217", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_217", "inbound_nodes": [[["batch_normalization_217", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_10", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "max_pooling2d_10", "inbound_nodes": [[["mixed2", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed3", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed3", "inbound_nodes": [[["activation_214", 0, 0, {}], ["activation_217", 0, 0, {}], ["max_pooling2d_10", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_222", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_222", "inbound_nodes": [[["mixed3", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_222", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_222", "inbound_nodes": [[["conv2d_222", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_222", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_222", "inbound_nodes": [[["batch_normalization_222", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_223", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_223", "inbound_nodes": [[["activation_222", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_223", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_223", "inbound_nodes": [[["conv2d_223", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_223", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_223", "inbound_nodes": [[["batch_normalization_223", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_219", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_219", "inbound_nodes": [[["mixed3", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_224", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_224", "inbound_nodes": [[["activation_223", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_219", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_219", "inbound_nodes": [[["conv2d_219", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_224", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_224", "inbound_nodes": [[["conv2d_224", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_219", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_219", "inbound_nodes": [[["batch_normalization_219", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_224", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_224", "inbound_nodes": [[["batch_normalization_224", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_220", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_220", "inbound_nodes": [[["activation_219", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_225", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_225", "inbound_nodes": [[["activation_224", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_220", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_220", "inbound_nodes": [[["conv2d_220", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_225", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_225", "inbound_nodes": [[["conv2d_225", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_220", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_220", "inbound_nodes": [[["batch_normalization_220", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_225", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_225", "inbound_nodes": [[["batch_normalization_225", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_21", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_21", "inbound_nodes": [[["mixed3", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_218", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_218", "inbound_nodes": [[["mixed3", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_221", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_221", "inbound_nodes": [[["activation_220", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_226", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_226", "inbound_nodes": [[["activation_225", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_227", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_227", "inbound_nodes": [[["average_pooling2d_21", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_218", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_218", "inbound_nodes": [[["conv2d_218", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_221", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_221", "inbound_nodes": [[["conv2d_221", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_226", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_226", "inbound_nodes": [[["conv2d_226", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_227", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_227", "inbound_nodes": [[["conv2d_227", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_218", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_218", "inbound_nodes": [[["batch_normalization_218", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_221", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_221", "inbound_nodes": [[["batch_normalization_221", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_226", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_226", "inbound_nodes": [[["batch_normalization_226", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_227", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_227", "inbound_nodes": [[["batch_normalization_227", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed4", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed4", "inbound_nodes": [[["activation_218", 0, 0, {}], ["activation_221", 0, 0, {}], ["activation_226", 0, 0, {}], ["activation_227", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_232", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_232", "inbound_nodes": [[["mixed4", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_232", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_232", "inbound_nodes": [[["conv2d_232", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_232", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_232", "inbound_nodes": [[["batch_normalization_232", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_233", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_233", "inbound_nodes": [[["activation_232", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_233", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_233", "inbound_nodes": [[["conv2d_233", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_233", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_233", "inbound_nodes": [[["batch_normalization_233", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_229", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_229", "inbound_nodes": [[["mixed4", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_234", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_234", "inbound_nodes": [[["activation_233", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_229", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_229", "inbound_nodes": [[["conv2d_229", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_234", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_234", "inbound_nodes": [[["conv2d_234", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_229", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_229", "inbound_nodes": [[["batch_normalization_229", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_234", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_234", "inbound_nodes": [[["batch_normalization_234", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_230", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_230", "inbound_nodes": [[["activation_229", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_235", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_235", "inbound_nodes": [[["activation_234", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_230", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_230", "inbound_nodes": [[["conv2d_230", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_235", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_235", "inbound_nodes": [[["conv2d_235", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_230", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_230", "inbound_nodes": [[["batch_normalization_230", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_235", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_235", "inbound_nodes": [[["batch_normalization_235", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_22", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_22", "inbound_nodes": [[["mixed4", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_228", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_228", "inbound_nodes": [[["mixed4", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_231", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_231", "inbound_nodes": [[["activation_230", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_236", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_236", "inbound_nodes": [[["activation_235", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_237", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_237", "inbound_nodes": [[["average_pooling2d_22", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_228", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_228", "inbound_nodes": [[["conv2d_228", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_231", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_231", "inbound_nodes": [[["conv2d_231", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_236", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_236", "inbound_nodes": [[["conv2d_236", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_237", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_237", "inbound_nodes": [[["conv2d_237", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_228", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_228", "inbound_nodes": [[["batch_normalization_228", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_231", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_231", "inbound_nodes": [[["batch_normalization_231", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_236", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_236", "inbound_nodes": [[["batch_normalization_236", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_237", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_237", "inbound_nodes": [[["batch_normalization_237", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed5", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed5", "inbound_nodes": [[["activation_228", 0, 0, {}], ["activation_231", 0, 0, {}], ["activation_236", 0, 0, {}], ["activation_237", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_242", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_242", "inbound_nodes": [[["mixed5", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_242", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_242", "inbound_nodes": [[["conv2d_242", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_242", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_242", "inbound_nodes": [[["batch_normalization_242", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_243", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_243", "inbound_nodes": [[["activation_242", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_243", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_243", "inbound_nodes": [[["conv2d_243", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_243", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_243", "inbound_nodes": [[["batch_normalization_243", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_239", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_239", "inbound_nodes": [[["mixed5", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_244", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_244", "inbound_nodes": [[["activation_243", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_239", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_239", "inbound_nodes": [[["conv2d_239", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_244", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_244", "inbound_nodes": [[["conv2d_244", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_239", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_239", "inbound_nodes": [[["batch_normalization_239", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_244", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_244", "inbound_nodes": [[["batch_normalization_244", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_240", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_240", "inbound_nodes": [[["activation_239", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_245", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_245", "inbound_nodes": [[["activation_244", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_240", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_240", "inbound_nodes": [[["conv2d_240", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_245", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_245", "inbound_nodes": [[["conv2d_245", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_240", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_240", "inbound_nodes": [[["batch_normalization_240", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_245", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_245", "inbound_nodes": [[["batch_normalization_245", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_23", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_23", "inbound_nodes": [[["mixed5", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_238", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_238", "inbound_nodes": [[["mixed5", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_241", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_241", "inbound_nodes": [[["activation_240", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_246", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_246", "inbound_nodes": [[["activation_245", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_247", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_247", "inbound_nodes": [[["average_pooling2d_23", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_238", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_238", "inbound_nodes": [[["conv2d_238", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_241", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_241", "inbound_nodes": [[["conv2d_241", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_246", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_246", "inbound_nodes": [[["conv2d_246", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_247", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_247", "inbound_nodes": [[["conv2d_247", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_238", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_238", "inbound_nodes": [[["batch_normalization_238", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_241", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_241", "inbound_nodes": [[["batch_normalization_241", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_246", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_246", "inbound_nodes": [[["batch_normalization_246", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_247", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_247", "inbound_nodes": [[["batch_normalization_247", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed6", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed6", "inbound_nodes": [[["activation_238", 0, 0, {}], ["activation_241", 0, 0, {}], ["activation_246", 0, 0, {}], ["activation_247", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_252", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_252", "inbound_nodes": [[["mixed6", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_252", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_252", "inbound_nodes": [[["conv2d_252", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_252", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_252", "inbound_nodes": [[["batch_normalization_252", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_253", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_253", "inbound_nodes": [[["activation_252", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_253", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_253", "inbound_nodes": [[["conv2d_253", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_253", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_253", "inbound_nodes": [[["batch_normalization_253", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_249", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_249", "inbound_nodes": [[["mixed6", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_254", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_254", "inbound_nodes": [[["activation_253", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_249", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_249", "inbound_nodes": [[["conv2d_249", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_254", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_254", "inbound_nodes": [[["conv2d_254", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_249", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_249", "inbound_nodes": [[["batch_normalization_249", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_254", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_254", "inbound_nodes": [[["batch_normalization_254", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_250", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_250", "inbound_nodes": [[["activation_249", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_255", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_255", "inbound_nodes": [[["activation_254", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_250", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_250", "inbound_nodes": [[["conv2d_250", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_255", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_255", "inbound_nodes": [[["conv2d_255", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_250", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_250", "inbound_nodes": [[["batch_normalization_250", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_255", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_255", "inbound_nodes": [[["batch_normalization_255", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_24", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_24", "inbound_nodes": [[["mixed6", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_248", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_248", "inbound_nodes": [[["mixed6", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_251", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_251", "inbound_nodes": [[["activation_250", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_256", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_256", "inbound_nodes": [[["activation_255", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_257", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_257", "inbound_nodes": [[["average_pooling2d_24", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_248", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_248", "inbound_nodes": [[["conv2d_248", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_251", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_251", "inbound_nodes": [[["conv2d_251", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_256", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_256", "inbound_nodes": [[["conv2d_256", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_257", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_257", "inbound_nodes": [[["conv2d_257", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_248", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_248", "inbound_nodes": [[["batch_normalization_248", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_251", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_251", "inbound_nodes": [[["batch_normalization_251", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_256", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_256", "inbound_nodes": [[["batch_normalization_256", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_257", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_257", "inbound_nodes": [[["batch_normalization_257", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed7", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed7", "inbound_nodes": [[["activation_248", 0, 0, {}], ["activation_251", 0, 0, {}], ["activation_256", 0, 0, {}], ["activation_257", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_260", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_260", "inbound_nodes": [[["mixed7", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_260", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_260", "inbound_nodes": [[["conv2d_260", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_260", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_260", "inbound_nodes": [[["batch_normalization_260", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_261", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_261", "inbound_nodes": [[["activation_260", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_261", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_261", "inbound_nodes": [[["conv2d_261", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_261", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_261", "inbound_nodes": [[["batch_normalization_261", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_258", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_258", "inbound_nodes": [[["mixed7", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_262", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_262", "inbound_nodes": [[["activation_261", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_258", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_258", "inbound_nodes": [[["conv2d_258", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_262", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_262", "inbound_nodes": [[["conv2d_262", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_258", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_258", "inbound_nodes": [[["batch_normalization_258", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_262", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_262", "inbound_nodes": [[["batch_normalization_262", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_259", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_259", "inbound_nodes": [[["activation_258", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_263", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_263", "inbound_nodes": [[["activation_262", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_259", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_259", "inbound_nodes": [[["conv2d_259", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_263", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_263", "inbound_nodes": [[["conv2d_263", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_259", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_259", "inbound_nodes": [[["batch_normalization_259", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_263", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_263", "inbound_nodes": [[["batch_normalization_263", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_11", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "max_pooling2d_11", "inbound_nodes": [[["mixed7", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed8", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed8", "inbound_nodes": [[["activation_259", 0, 0, {}], ["activation_263", 0, 0, {}], ["max_pooling2d_11", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_268", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_268", "inbound_nodes": [[["mixed8", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_268", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_268", "inbound_nodes": [[["conv2d_268", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_268", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_268", "inbound_nodes": [[["batch_normalization_268", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_265", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_265", "inbound_nodes": [[["mixed8", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_269", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_269", "inbound_nodes": [[["activation_268", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_265", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_265", "inbound_nodes": [[["conv2d_265", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_269", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_269", "inbound_nodes": [[["conv2d_269", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_265", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_265", "inbound_nodes": [[["batch_normalization_265", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_269", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_269", "inbound_nodes": [[["batch_normalization_269", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_266", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_266", "inbound_nodes": [[["activation_265", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_267", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_267", "inbound_nodes": [[["activation_265", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_270", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_270", "inbound_nodes": [[["activation_269", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_271", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_271", "inbound_nodes": [[["activation_269", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_25", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_25", "inbound_nodes": [[["mixed8", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_264", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_264", "inbound_nodes": [[["mixed8", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_266", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_266", "inbound_nodes": [[["conv2d_266", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_267", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_267", "inbound_nodes": [[["conv2d_267", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_270", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_270", "inbound_nodes": [[["conv2d_270", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_271", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_271", "inbound_nodes": [[["conv2d_271", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_272", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_272", "inbound_nodes": [[["average_pooling2d_25", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_264", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_264", "inbound_nodes": [[["conv2d_264", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_266", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_266", "inbound_nodes": [[["batch_normalization_266", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_267", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_267", "inbound_nodes": [[["batch_normalization_267", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_270", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_270", "inbound_nodes": [[["batch_normalization_270", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_271", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_271", "inbound_nodes": [[["batch_normalization_271", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_272", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_272", "inbound_nodes": [[["conv2d_272", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_264", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_264", "inbound_nodes": [[["batch_normalization_264", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed9_0", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed9_0", "inbound_nodes": [[["activation_266", 0, 0, {}], ["activation_267", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_4", "trainable": true, "dtype": "float32", "axis": 3}, "name": "concatenate_4", "inbound_nodes": [[["activation_270", 0, 0, {}], ["activation_271", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_272", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_272", "inbound_nodes": [[["batch_normalization_272", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed9", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed9", "inbound_nodes": [[["activation_264", 0, 0, {}], ["mixed9_0", 0, 0, {}], ["concatenate_4", 0, 0, {}], ["activation_272", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_277", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_277", "inbound_nodes": [[["mixed9", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_277", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_277", "inbound_nodes": [[["conv2d_277", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_277", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_277", "inbound_nodes": [[["batch_normalization_277", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_274", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_274", "inbound_nodes": [[["mixed9", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_278", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_278", "inbound_nodes": [[["activation_277", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_274", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_274", "inbound_nodes": [[["conv2d_274", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_278", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_278", "inbound_nodes": [[["conv2d_278", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_274", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_274", "inbound_nodes": [[["batch_normalization_274", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_278", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_278", "inbound_nodes": [[["batch_normalization_278", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_275", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_275", "inbound_nodes": [[["activation_274", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_276", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_276", "inbound_nodes": [[["activation_274", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_279", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_279", "inbound_nodes": [[["activation_278", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_280", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_280", "inbound_nodes": [[["activation_278", 0, 0, {}]]]}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_26", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_26", "inbound_nodes": [[["mixed9", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_273", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_273", "inbound_nodes": [[["mixed9", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_275", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_275", "inbound_nodes": [[["conv2d_275", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_276", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_276", "inbound_nodes": [[["conv2d_276", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_279", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_279", "inbound_nodes": [[["conv2d_279", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_280", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_280", "inbound_nodes": [[["conv2d_280", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2d_281", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_281", "inbound_nodes": [[["average_pooling2d_26", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_273", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_273", "inbound_nodes": [[["conv2d_273", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_275", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_275", "inbound_nodes": [[["batch_normalization_275", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_276", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_276", "inbound_nodes": [[["batch_normalization_276", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_279", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_279", "inbound_nodes": [[["batch_normalization_279", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_280", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_280", "inbound_nodes": [[["batch_normalization_280", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_281", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_281", "inbound_nodes": [[["conv2d_281", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_273", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_273", "inbound_nodes": [[["batch_normalization_273", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed9_1", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed9_1", "inbound_nodes": [[["activation_275", 0, 0, {}], ["activation_276", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "concatenate_5", "trainable": true, "dtype": "float32", "axis": 3}, "name": "concatenate_5", "inbound_nodes": [[["activation_279", 0, 0, {}], ["activation_280", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "activation_281", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_281", "inbound_nodes": [[["batch_normalization_281", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "mixed10", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed10", "inbound_nodes": [[["activation_273", 0, 0, {}], ["mixed9_1", 0, 0, {}], ["concatenate_5", 0, 0, {}], ["activation_281", 0, 0, {}]]]}], "input_layers": [["input_4", 0, 0]], "output_layers": [["mixed10", 0, 0]]}, "inbound_nodes": [[["tf.math.subtract_1", 0, 0, {"training": false}]]], "shared_object_id": 882, "input_spec": [{"class_name": "InputSpec", "config": {"dtype": null, "shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}}], "build_input_shape": {"class_name": "TensorShape", "items": [null, 224, 224, 3]}, "is_graph_network": true, "full_save_spec": {"class_name": "__tuple__", "items": [[{"class_name": "TypeSpec", "type_spec": "tf.TensorSpec", "serialized": [{"class_name": "TensorShape", "items": [null, 224, 224, 3]}, "float32", "input_4"]}], {}]}, "save_spec": {"class_name": "TypeSpec", "type_spec": "tf.TensorSpec", "serialized": [{"class_name": "TensorShape", "items": [null, 224, 224, 3]}, "float32", "input_4"]}, "keras_version": "2.13.1", "backend": "tensorflow", "model_config": {"class_name": "Functional", "config": {"name": "inception_v3", "trainable": true, "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "input_4"}, "name": "input_4", "inbound_nodes": [], "shared_object_id": 7}, {"class_name": "Conv2D", "config": {"name": "conv2d_188", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 8}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 9}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_188", "inbound_nodes": [[["input_4", 0, 0, {}]]], "shared_object_id": 10}, {"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": {}, "shared_object_id": 11}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 12}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 13}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 14}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_188", "inbound_nodes": [[["conv2d_188", 0, 0, {}]]], "shared_object_id": 15}, {"class_name": "Activation", "config": {"name": "activation_188", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_188", "inbound_nodes": [[["batch_normalization_188", 0, 0, {}]]], "shared_object_id": 16}, {"class_name": "Conv2D", "config": {"name": "conv2d_189", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 17}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 18}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_189", "inbound_nodes": [[["activation_188", 0, 0, {}]]], "shared_object_id": 19}, {"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": {}, "shared_object_id": 20}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 21}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 22}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 23}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_189", "inbound_nodes": [[["conv2d_189", 0, 0, {}]]], "shared_object_id": 24}, {"class_name": "Activation", "config": {"name": "activation_189", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_189", "inbound_nodes": [[["batch_normalization_189", 0, 0, {}]]], "shared_object_id": 25}, {"class_name": "Conv2D", "config": {"name": "conv2d_190", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 26}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 27}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_190", "inbound_nodes": [[["activation_189", 0, 0, {}]]], "shared_object_id": 28}, {"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": {}, "shared_object_id": 29}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 30}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 31}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 32}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_190", "inbound_nodes": [[["conv2d_190", 0, 0, {}]]], "shared_object_id": 33}, {"class_name": "Activation", "config": {"name": "activation_190", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_190", "inbound_nodes": [[["batch_normalization_190", 0, 0, {}]]], "shared_object_id": 34}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_8", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "max_pooling2d_8", "inbound_nodes": [[["activation_190", 0, 0, {}]]], "shared_object_id": 35}, {"class_name": "Conv2D", "config": {"name": "conv2d_191", "trainable": false, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 36}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 37}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_191", "inbound_nodes": [[["max_pooling2d_8", 0, 0, {}]]], "shared_object_id": 38}, {"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": {}, "shared_object_id": 39}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 40}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 41}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 42}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_191", "inbound_nodes": [[["conv2d_191", 0, 0, {}]]], "shared_object_id": 43}, {"class_name": "Activation", "config": {"name": "activation_191", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_191", "inbound_nodes": [[["batch_normalization_191", 0, 0, {}]]], "shared_object_id": 44}, {"class_name": "Conv2D", "config": {"name": "conv2d_192", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 45}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 46}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_192", "inbound_nodes": [[["activation_191", 0, 0, {}]]], "shared_object_id": 47}, {"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": {}, "shared_object_id": 48}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 49}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 50}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 51}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_192", "inbound_nodes": [[["conv2d_192", 0, 0, {}]]], "shared_object_id": 52}, {"class_name": "Activation", "config": {"name": "activation_192", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_192", "inbound_nodes": [[["batch_normalization_192", 0, 0, {}]]], "shared_object_id": 53}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_9", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "max_pooling2d_9", "inbound_nodes": [[["activation_192", 0, 0, {}]]], "shared_object_id": 54}, {"class_name": "Conv2D", "config": {"name": "conv2d_196", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 55}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 56}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_196", "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]], "shared_object_id": 57}, {"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": {}, "shared_object_id": 58}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 59}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 60}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 61}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_196", "inbound_nodes": [[["conv2d_196", 0, 0, {}]]], "shared_object_id": 62}, {"class_name": "Activation", "config": {"name": "activation_196", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_196", "inbound_nodes": [[["batch_normalization_196", 0, 0, {}]]], "shared_object_id": 63}, {"class_name": "Conv2D", "config": {"name": "conv2d_194", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 64}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 65}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_194", "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]], "shared_object_id": 66}, {"class_name": "Conv2D", "config": {"name": "conv2d_197", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 67}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 68}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_197", "inbound_nodes": [[["activation_196", 0, 0, {}]]], "shared_object_id": 69}, {"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": {}, "shared_object_id": 70}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 71}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 72}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 73}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_194", "inbound_nodes": [[["conv2d_194", 0, 0, {}]]], "shared_object_id": 74}, {"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": {}, "shared_object_id": 75}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 76}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 77}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 78}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_197", "inbound_nodes": [[["conv2d_197", 0, 0, {}]]], "shared_object_id": 79}, {"class_name": "Activation", "config": {"name": "activation_194", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_194", "inbound_nodes": [[["batch_normalization_194", 0, 0, {}]]], "shared_object_id": 80}, {"class_name": "Activation", "config": {"name": "activation_197", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_197", "inbound_nodes": [[["batch_normalization_197", 0, 0, {}]]], "shared_object_id": 81}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_18", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_18", "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]], "shared_object_id": 82}, {"class_name": "Conv2D", "config": {"name": "conv2d_193", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 83}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 84}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_193", "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]], "shared_object_id": 85}, {"class_name": "Conv2D", "config": {"name": "conv2d_195", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 86}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 87}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_195", "inbound_nodes": [[["activation_194", 0, 0, {}]]], "shared_object_id": 88}, {"class_name": "Conv2D", "config": {"name": "conv2d_198", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 89}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 90}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_198", "inbound_nodes": [[["activation_197", 0, 0, {}]]], "shared_object_id": 91}, {"class_name": "Conv2D", "config": {"name": "conv2d_199", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 92}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 93}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_199", "inbound_nodes": [[["average_pooling2d_18", 0, 0, {}]]], "shared_object_id": 94}, {"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": {}, "shared_object_id": 95}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 96}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 97}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 98}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_193", "inbound_nodes": [[["conv2d_193", 0, 0, {}]]], "shared_object_id": 99}, {"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": {}, "shared_object_id": 100}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 101}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 102}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 103}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_195", "inbound_nodes": [[["conv2d_195", 0, 0, {}]]], "shared_object_id": 104}, {"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": {}, "shared_object_id": 105}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 106}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 107}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 108}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_198", "inbound_nodes": [[["conv2d_198", 0, 0, {}]]], "shared_object_id": 109}, {"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": {}, "shared_object_id": 110}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 111}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 112}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 113}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_199", "inbound_nodes": [[["conv2d_199", 0, 0, {}]]], "shared_object_id": 114}, {"class_name": "Activation", "config": {"name": "activation_193", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_193", "inbound_nodes": [[["batch_normalization_193", 0, 0, {}]]], "shared_object_id": 115}, {"class_name": "Activation", "config": {"name": "activation_195", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_195", "inbound_nodes": [[["batch_normalization_195", 0, 0, {}]]], "shared_object_id": 116}, {"class_name": "Activation", "config": {"name": "activation_198", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_198", "inbound_nodes": [[["batch_normalization_198", 0, 0, {}]]], "shared_object_id": 117}, {"class_name": "Activation", "config": {"name": "activation_199", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_199", "inbound_nodes": [[["batch_normalization_199", 0, 0, {}]]], "shared_object_id": 118}, {"class_name": "Concatenate", "config": {"name": "mixed0", "trainable": false, "dtype": "float32", "axis": 3}, "name": "mixed0", "inbound_nodes": [[["activation_193", 0, 0, {}], ["activation_195", 0, 0, {}], ["activation_198", 0, 0, {}], ["activation_199", 0, 0, {}]]], "shared_object_id": 119}, {"class_name": "Conv2D", "config": {"name": "conv2d_203", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 120}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 121}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_203", "inbound_nodes": [[["mixed0", 0, 0, {}]]], "shared_object_id": 122}, {"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": {}, "shared_object_id": 123}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 124}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 125}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 126}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_203", "inbound_nodes": [[["conv2d_203", 0, 0, {}]]], "shared_object_id": 127}, {"class_name": "Activation", "config": {"name": "activation_203", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_203", "inbound_nodes": [[["batch_normalization_203", 0, 0, {}]]], "shared_object_id": 128}, {"class_name": "Conv2D", "config": {"name": "conv2d_201", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 129}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 130}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_201", "inbound_nodes": [[["mixed0", 0, 0, {}]]], "shared_object_id": 131}, {"class_name": "Conv2D", "config": {"name": "conv2d_204", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 132}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 133}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_204", "inbound_nodes": [[["activation_203", 0, 0, {}]]], "shared_object_id": 134}, {"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": {}, "shared_object_id": 135}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 136}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 137}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 138}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_201", "inbound_nodes": [[["conv2d_201", 0, 0, {}]]], "shared_object_id": 139}, {"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": {}, "shared_object_id": 140}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 141}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 142}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 143}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_204", "inbound_nodes": [[["conv2d_204", 0, 0, {}]]], "shared_object_id": 144}, {"class_name": "Activation", "config": {"name": "activation_201", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_201", "inbound_nodes": [[["batch_normalization_201", 0, 0, {}]]], "shared_object_id": 145}, {"class_name": "Activation", "config": {"name": "activation_204", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_204", "inbound_nodes": [[["batch_normalization_204", 0, 0, {}]]], "shared_object_id": 146}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_19", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_19", "inbound_nodes": [[["mixed0", 0, 0, {}]]], "shared_object_id": 147}, {"class_name": "Conv2D", "config": {"name": "conv2d_200", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 148}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 149}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_200", "inbound_nodes": [[["mixed0", 0, 0, {}]]], "shared_object_id": 150}, {"class_name": "Conv2D", "config": {"name": "conv2d_202", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 151}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 152}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_202", "inbound_nodes": [[["activation_201", 0, 0, {}]]], "shared_object_id": 153}, {"class_name": "Conv2D", "config": {"name": "conv2d_205", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 154}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 155}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_205", "inbound_nodes": [[["activation_204", 0, 0, {}]]], "shared_object_id": 156}, {"class_name": "Conv2D", "config": {"name": "conv2d_206", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 157}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 158}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_206", "inbound_nodes": [[["average_pooling2d_19", 0, 0, {}]]], "shared_object_id": 159}, {"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": {}, "shared_object_id": 160}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 161}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 162}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 163}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_200", "inbound_nodes": [[["conv2d_200", 0, 0, {}]]], "shared_object_id": 164}, {"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": {}, "shared_object_id": 165}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 166}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 167}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 168}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_202", "inbound_nodes": [[["conv2d_202", 0, 0, {}]]], "shared_object_id": 169}, {"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": {}, "shared_object_id": 170}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 171}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 172}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 173}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_205", "inbound_nodes": [[["conv2d_205", 0, 0, {}]]], "shared_object_id": 174}, {"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": {}, "shared_object_id": 175}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 176}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 177}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 178}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_206", "inbound_nodes": [[["conv2d_206", 0, 0, {}]]], "shared_object_id": 179}, {"class_name": "Activation", "config": {"name": "activation_200", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_200", "inbound_nodes": [[["batch_normalization_200", 0, 0, {}]]], "shared_object_id": 180}, {"class_name": "Activation", "config": {"name": "activation_202", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_202", "inbound_nodes": [[["batch_normalization_202", 0, 0, {}]]], "shared_object_id": 181}, {"class_name": "Activation", "config": {"name": "activation_205", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_205", "inbound_nodes": [[["batch_normalization_205", 0, 0, {}]]], "shared_object_id": 182}, {"class_name": "Activation", "config": {"name": "activation_206", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_206", "inbound_nodes": [[["batch_normalization_206", 0, 0, {}]]], "shared_object_id": 183}, {"class_name": "Concatenate", "config": {"name": "mixed1", "trainable": false, "dtype": "float32", "axis": 3}, "name": "mixed1", "inbound_nodes": [[["activation_200", 0, 0, {}], ["activation_202", 0, 0, {}], ["activation_205", 0, 0, {}], ["activation_206", 0, 0, {}]]], "shared_object_id": 184}, {"class_name": "Conv2D", "config": {"name": "conv2d_210", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 185}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 186}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_210", "inbound_nodes": [[["mixed1", 0, 0, {}]]], "shared_object_id": 187}, {"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": {}, "shared_object_id": 188}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 189}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 190}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 191}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_210", "inbound_nodes": [[["conv2d_210", 0, 0, {}]]], "shared_object_id": 192}, {"class_name": "Activation", "config": {"name": "activation_210", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_210", "inbound_nodes": [[["batch_normalization_210", 0, 0, {}]]], "shared_object_id": 193}, {"class_name": "Conv2D", "config": {"name": "conv2d_208", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 194}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 195}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_208", "inbound_nodes": [[["mixed1", 0, 0, {}]]], "shared_object_id": 196}, {"class_name": "Conv2D", "config": {"name": "conv2d_211", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 197}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 198}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_211", "inbound_nodes": [[["activation_210", 0, 0, {}]]], "shared_object_id": 199}, {"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": {}, "shared_object_id": 200}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 201}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 202}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 203}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_208", "inbound_nodes": [[["conv2d_208", 0, 0, {}]]], "shared_object_id": 204}, {"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": {}, "shared_object_id": 205}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 206}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 207}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 208}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_211", "inbound_nodes": [[["conv2d_211", 0, 0, {}]]], "shared_object_id": 209}, {"class_name": "Activation", "config": {"name": "activation_208", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_208", "inbound_nodes": [[["batch_normalization_208", 0, 0, {}]]], "shared_object_id": 210}, {"class_name": "Activation", "config": {"name": "activation_211", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_211", "inbound_nodes": [[["batch_normalization_211", 0, 0, {}]]], "shared_object_id": 211}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_20", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_20", "inbound_nodes": [[["mixed1", 0, 0, {}]]], "shared_object_id": 212}, {"class_name": "Conv2D", "config": {"name": "conv2d_207", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 213}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 214}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_207", "inbound_nodes": [[["mixed1", 0, 0, {}]]], "shared_object_id": 215}, {"class_name": "Conv2D", "config": {"name": "conv2d_209", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 216}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 217}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_209", "inbound_nodes": [[["activation_208", 0, 0, {}]]], "shared_object_id": 218}, {"class_name": "Conv2D", "config": {"name": "conv2d_212", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 219}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 220}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_212", "inbound_nodes": [[["activation_211", 0, 0, {}]]], "shared_object_id": 221}, {"class_name": "Conv2D", "config": {"name": "conv2d_213", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 222}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 223}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_213", "inbound_nodes": [[["average_pooling2d_20", 0, 0, {}]]], "shared_object_id": 224}, {"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": {}, "shared_object_id": 225}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 226}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 227}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 228}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_207", "inbound_nodes": [[["conv2d_207", 0, 0, {}]]], "shared_object_id": 229}, {"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": {}, "shared_object_id": 230}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 231}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 232}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 233}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_209", "inbound_nodes": [[["conv2d_209", 0, 0, {}]]], "shared_object_id": 234}, {"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": {}, "shared_object_id": 235}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 236}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 237}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 238}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_212", "inbound_nodes": [[["conv2d_212", 0, 0, {}]]], "shared_object_id": 239}, {"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": {}, "shared_object_id": 240}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 241}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 242}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 243}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_213", "inbound_nodes": [[["conv2d_213", 0, 0, {}]]], "shared_object_id": 244}, {"class_name": "Activation", "config": {"name": "activation_207", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_207", "inbound_nodes": [[["batch_normalization_207", 0, 0, {}]]], "shared_object_id": 245}, {"class_name": "Activation", "config": {"name": "activation_209", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_209", "inbound_nodes": [[["batch_normalization_209", 0, 0, {}]]], "shared_object_id": 246}, {"class_name": "Activation", "config": {"name": "activation_212", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_212", "inbound_nodes": [[["batch_normalization_212", 0, 0, {}]]], "shared_object_id": 247}, {"class_name": "Activation", "config": {"name": "activation_213", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_213", "inbound_nodes": [[["batch_normalization_213", 0, 0, {}]]], "shared_object_id": 248}, {"class_name": "Concatenate", "config": {"name": "mixed2", "trainable": false, "dtype": "float32", "axis": 3}, "name": "mixed2", "inbound_nodes": [[["activation_207", 0, 0, {}], ["activation_209", 0, 0, {}], ["activation_212", 0, 0, {}], ["activation_213", 0, 0, {}]]], "shared_object_id": 249}, {"class_name": "Conv2D", "config": {"name": "conv2d_215", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 250}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 251}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_215", "inbound_nodes": [[["mixed2", 0, 0, {}]]], "shared_object_id": 252}, {"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": {}, "shared_object_id": 253}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 254}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 255}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 256}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_215", "inbound_nodes": [[["conv2d_215", 0, 0, {}]]], "shared_object_id": 257}, {"class_name": "Activation", "config": {"name": "activation_215", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_215", "inbound_nodes": [[["batch_normalization_215", 0, 0, {}]]], "shared_object_id": 258}, {"class_name": "Conv2D", "config": {"name": "conv2d_216", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 259}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 260}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_216", "inbound_nodes": [[["activation_215", 0, 0, {}]]], "shared_object_id": 261}, {"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": {}, "shared_object_id": 262}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 263}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 264}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 265}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_216", "inbound_nodes": [[["conv2d_216", 0, 0, {}]]], "shared_object_id": 266}, {"class_name": "Activation", "config": {"name": "activation_216", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_216", "inbound_nodes": [[["batch_normalization_216", 0, 0, {}]]], "shared_object_id": 267}, {"class_name": "Conv2D", "config": {"name": "conv2d_214", "trainable": false, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 268}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 269}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_214", "inbound_nodes": [[["mixed2", 0, 0, {}]]], "shared_object_id": 270}, {"class_name": "Conv2D", "config": {"name": "conv2d_217", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 271}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 272}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_217", "inbound_nodes": [[["activation_216", 0, 0, {}]]], "shared_object_id": 273}, {"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": {}, "shared_object_id": 274}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 275}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 276}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 277}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_214", "inbound_nodes": [[["conv2d_214", 0, 0, {}]]], "shared_object_id": 278}, {"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": {}, "shared_object_id": 279}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 280}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 281}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 282}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_217", "inbound_nodes": [[["conv2d_217", 0, 0, {}]]], "shared_object_id": 283}, {"class_name": "Activation", "config": {"name": "activation_214", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_214", "inbound_nodes": [[["batch_normalization_214", 0, 0, {}]]], "shared_object_id": 284}, {"class_name": "Activation", "config": {"name": "activation_217", "trainable": false, "dtype": "float32", "activation": "relu"}, "name": "activation_217", "inbound_nodes": [[["batch_normalization_217", 0, 0, {}]]], "shared_object_id": 285}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_10", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "max_pooling2d_10", "inbound_nodes": [[["mixed2", 0, 0, {}]]], "shared_object_id": 286}, {"class_name": "Concatenate", "config": {"name": "mixed3", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed3", "inbound_nodes": [[["activation_214", 0, 0, {}], ["activation_217", 0, 0, {}], ["max_pooling2d_10", 0, 0, {}]]], "shared_object_id": 287}, {"class_name": "Conv2D", "config": {"name": "conv2d_222", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 288}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 289}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_222", "inbound_nodes": [[["mixed3", 0, 0, {}]]], "shared_object_id": 290}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_222", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 291}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 292}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 293}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 294}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_222", "inbound_nodes": [[["conv2d_222", 0, 0, {}]]], "shared_object_id": 295}, {"class_name": "Activation", "config": {"name": "activation_222", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_222", "inbound_nodes": [[["batch_normalization_222", 0, 0, {}]]], "shared_object_id": 296}, {"class_name": "Conv2D", "config": {"name": "conv2d_223", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 297}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 298}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_223", "inbound_nodes": [[["activation_222", 0, 0, {}]]], "shared_object_id": 299}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_223", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 300}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 301}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 302}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 303}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_223", "inbound_nodes": [[["conv2d_223", 0, 0, {}]]], "shared_object_id": 304}, {"class_name": "Activation", "config": {"name": "activation_223", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_223", "inbound_nodes": [[["batch_normalization_223", 0, 0, {}]]], "shared_object_id": 305}, {"class_name": "Conv2D", "config": {"name": "conv2d_219", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 306}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 307}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_219", "inbound_nodes": [[["mixed3", 0, 0, {}]]], "shared_object_id": 308}, {"class_name": "Conv2D", "config": {"name": "conv2d_224", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 309}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 310}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_224", "inbound_nodes": [[["activation_223", 0, 0, {}]]], "shared_object_id": 311}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_219", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 312}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 313}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 314}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 315}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_219", "inbound_nodes": [[["conv2d_219", 0, 0, {}]]], "shared_object_id": 316}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_224", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 317}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 318}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 319}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 320}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_224", "inbound_nodes": [[["conv2d_224", 0, 0, {}]]], "shared_object_id": 321}, {"class_name": "Activation", "config": {"name": "activation_219", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_219", "inbound_nodes": [[["batch_normalization_219", 0, 0, {}]]], "shared_object_id": 322}, {"class_name": "Activation", "config": {"name": "activation_224", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_224", "inbound_nodes": [[["batch_normalization_224", 0, 0, {}]]], "shared_object_id": 323}, {"class_name": "Conv2D", "config": {"name": "conv2d_220", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 324}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 325}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_220", "inbound_nodes": [[["activation_219", 0, 0, {}]]], "shared_object_id": 326}, {"class_name": "Conv2D", "config": {"name": "conv2d_225", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 327}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 328}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_225", "inbound_nodes": [[["activation_224", 0, 0, {}]]], "shared_object_id": 329}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_220", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 330}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 331}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 332}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 333}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_220", "inbound_nodes": [[["conv2d_220", 0, 0, {}]]], "shared_object_id": 334}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_225", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 335}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 336}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 337}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 338}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_225", "inbound_nodes": [[["conv2d_225", 0, 0, {}]]], "shared_object_id": 339}, {"class_name": "Activation", "config": {"name": "activation_220", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_220", "inbound_nodes": [[["batch_normalization_220", 0, 0, {}]]], "shared_object_id": 340}, {"class_name": "Activation", "config": {"name": "activation_225", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_225", "inbound_nodes": [[["batch_normalization_225", 0, 0, {}]]], "shared_object_id": 341}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_21", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_21", "inbound_nodes": [[["mixed3", 0, 0, {}]]], "shared_object_id": 342}, {"class_name": "Conv2D", "config": {"name": "conv2d_218", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 343}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 344}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_218", "inbound_nodes": [[["mixed3", 0, 0, {}]]], "shared_object_id": 345}, {"class_name": "Conv2D", "config": {"name": "conv2d_221", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 346}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 347}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_221", "inbound_nodes": [[["activation_220", 0, 0, {}]]], "shared_object_id": 348}, {"class_name": "Conv2D", "config": {"name": "conv2d_226", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 349}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 350}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_226", "inbound_nodes": [[["activation_225", 0, 0, {}]]], "shared_object_id": 351}, {"class_name": "Conv2D", "config": {"name": "conv2d_227", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 352}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 353}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_227", "inbound_nodes": [[["average_pooling2d_21", 0, 0, {}]]], "shared_object_id": 354}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_218", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 355}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 356}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 357}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 358}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_218", "inbound_nodes": [[["conv2d_218", 0, 0, {}]]], "shared_object_id": 359}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_221", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 360}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 361}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 362}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 363}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_221", "inbound_nodes": [[["conv2d_221", 0, 0, {}]]], "shared_object_id": 364}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_226", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 365}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 366}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 367}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 368}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_226", "inbound_nodes": [[["conv2d_226", 0, 0, {}]]], "shared_object_id": 369}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_227", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 370}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 371}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 372}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 373}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_227", "inbound_nodes": [[["conv2d_227", 0, 0, {}]]], "shared_object_id": 374}, {"class_name": "Activation", "config": {"name": "activation_218", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_218", "inbound_nodes": [[["batch_normalization_218", 0, 0, {}]]], "shared_object_id": 375}, {"class_name": "Activation", "config": {"name": "activation_221", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_221", "inbound_nodes": [[["batch_normalization_221", 0, 0, {}]]], "shared_object_id": 376}, {"class_name": "Activation", "config": {"name": "activation_226", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_226", "inbound_nodes": [[["batch_normalization_226", 0, 0, {}]]], "shared_object_id": 377}, {"class_name": "Activation", "config": {"name": "activation_227", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_227", "inbound_nodes": [[["batch_normalization_227", 0, 0, {}]]], "shared_object_id": 378}, {"class_name": "Concatenate", "config": {"name": "mixed4", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed4", "inbound_nodes": [[["activation_218", 0, 0, {}], ["activation_221", 0, 0, {}], ["activation_226", 0, 0, {}], ["activation_227", 0, 0, {}]]], "shared_object_id": 379}, {"class_name": "Conv2D", "config": {"name": "conv2d_232", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 380}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 381}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_232", "inbound_nodes": [[["mixed4", 0, 0, {}]]], "shared_object_id": 382}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_232", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 383}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 384}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 385}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 386}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_232", "inbound_nodes": [[["conv2d_232", 0, 0, {}]]], "shared_object_id": 387}, {"class_name": "Activation", "config": {"name": "activation_232", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_232", "inbound_nodes": [[["batch_normalization_232", 0, 0, {}]]], "shared_object_id": 388}, {"class_name": "Conv2D", "config": {"name": "conv2d_233", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 389}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 390}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_233", "inbound_nodes": [[["activation_232", 0, 0, {}]]], "shared_object_id": 391}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_233", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 392}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 393}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 394}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 395}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_233", "inbound_nodes": [[["conv2d_233", 0, 0, {}]]], "shared_object_id": 396}, {"class_name": "Activation", "config": {"name": "activation_233", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_233", "inbound_nodes": [[["batch_normalization_233", 0, 0, {}]]], "shared_object_id": 397}, {"class_name": "Conv2D", "config": {"name": "conv2d_229", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 398}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 399}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_229", "inbound_nodes": [[["mixed4", 0, 0, {}]]], "shared_object_id": 400}, {"class_name": "Conv2D", "config": {"name": "conv2d_234", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 401}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 402}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_234", "inbound_nodes": [[["activation_233", 0, 0, {}]]], "shared_object_id": 403}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_229", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 404}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 405}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 406}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 407}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_229", "inbound_nodes": [[["conv2d_229", 0, 0, {}]]], "shared_object_id": 408}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_234", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 409}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 410}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 411}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 412}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_234", "inbound_nodes": [[["conv2d_234", 0, 0, {}]]], "shared_object_id": 413}, {"class_name": "Activation", "config": {"name": "activation_229", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_229", "inbound_nodes": [[["batch_normalization_229", 0, 0, {}]]], "shared_object_id": 414}, {"class_name": "Activation", "config": {"name": "activation_234", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_234", "inbound_nodes": [[["batch_normalization_234", 0, 0, {}]]], "shared_object_id": 415}, {"class_name": "Conv2D", "config": {"name": "conv2d_230", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 416}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 417}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_230", "inbound_nodes": [[["activation_229", 0, 0, {}]]], "shared_object_id": 418}, {"class_name": "Conv2D", "config": {"name": "conv2d_235", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 419}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 420}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_235", "inbound_nodes": [[["activation_234", 0, 0, {}]]], "shared_object_id": 421}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_230", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 422}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 423}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 424}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 425}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_230", "inbound_nodes": [[["conv2d_230", 0, 0, {}]]], "shared_object_id": 426}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_235", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 427}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 428}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 429}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 430}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_235", "inbound_nodes": [[["conv2d_235", 0, 0, {}]]], "shared_object_id": 431}, {"class_name": "Activation", "config": {"name": "activation_230", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_230", "inbound_nodes": [[["batch_normalization_230", 0, 0, {}]]], "shared_object_id": 432}, {"class_name": "Activation", "config": {"name": "activation_235", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_235", "inbound_nodes": [[["batch_normalization_235", 0, 0, {}]]], "shared_object_id": 433}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_22", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_22", "inbound_nodes": [[["mixed4", 0, 0, {}]]], "shared_object_id": 434}, {"class_name": "Conv2D", "config": {"name": "conv2d_228", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 435}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 436}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_228", "inbound_nodes": [[["mixed4", 0, 0, {}]]], "shared_object_id": 437}, {"class_name": "Conv2D", "config": {"name": "conv2d_231", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 438}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 439}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_231", "inbound_nodes": [[["activation_230", 0, 0, {}]]], "shared_object_id": 440}, {"class_name": "Conv2D", "config": {"name": "conv2d_236", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 441}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 442}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_236", "inbound_nodes": [[["activation_235", 0, 0, {}]]], "shared_object_id": 443}, {"class_name": "Conv2D", "config": {"name": "conv2d_237", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 444}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 445}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_237", "inbound_nodes": [[["average_pooling2d_22", 0, 0, {}]]], "shared_object_id": 446}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_228", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 447}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 448}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 449}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 450}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_228", "inbound_nodes": [[["conv2d_228", 0, 0, {}]]], "shared_object_id": 451}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_231", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 452}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 453}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 454}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 455}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_231", "inbound_nodes": [[["conv2d_231", 0, 0, {}]]], "shared_object_id": 456}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_236", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 457}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 458}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 459}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 460}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_236", "inbound_nodes": [[["conv2d_236", 0, 0, {}]]], "shared_object_id": 461}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_237", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 462}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 463}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 464}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 465}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_237", "inbound_nodes": [[["conv2d_237", 0, 0, {}]]], "shared_object_id": 466}, {"class_name": "Activation", "config": {"name": "activation_228", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_228", "inbound_nodes": [[["batch_normalization_228", 0, 0, {}]]], "shared_object_id": 467}, {"class_name": "Activation", "config": {"name": "activation_231", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_231", "inbound_nodes": [[["batch_normalization_231", 0, 0, {}]]], "shared_object_id": 468}, {"class_name": "Activation", "config": {"name": "activation_236", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_236", "inbound_nodes": [[["batch_normalization_236", 0, 0, {}]]], "shared_object_id": 469}, {"class_name": "Activation", "config": {"name": "activation_237", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_237", "inbound_nodes": [[["batch_normalization_237", 0, 0, {}]]], "shared_object_id": 470}, {"class_name": "Concatenate", "config": {"name": "mixed5", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed5", "inbound_nodes": [[["activation_228", 0, 0, {}], ["activation_231", 0, 0, {}], ["activation_236", 0, 0, {}], ["activation_237", 0, 0, {}]]], "shared_object_id": 471}, {"class_name": "Conv2D", "config": {"name": "conv2d_242", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 472}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 473}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_242", "inbound_nodes": [[["mixed5", 0, 0, {}]]], "shared_object_id": 474}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_242", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 475}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 476}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 477}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 478}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_242", "inbound_nodes": [[["conv2d_242", 0, 0, {}]]], "shared_object_id": 479}, {"class_name": "Activation", "config": {"name": "activation_242", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_242", "inbound_nodes": [[["batch_normalization_242", 0, 0, {}]]], "shared_object_id": 480}, {"class_name": "Conv2D", "config": {"name": "conv2d_243", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 481}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 482}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_243", "inbound_nodes": [[["activation_242", 0, 0, {}]]], "shared_object_id": 483}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_243", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 484}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 485}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 486}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 487}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_243", "inbound_nodes": [[["conv2d_243", 0, 0, {}]]], "shared_object_id": 488}, {"class_name": "Activation", "config": {"name": "activation_243", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_243", "inbound_nodes": [[["batch_normalization_243", 0, 0, {}]]], "shared_object_id": 489}, {"class_name": "Conv2D", "config": {"name": "conv2d_239", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 490}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 491}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_239", "inbound_nodes": [[["mixed5", 0, 0, {}]]], "shared_object_id": 492}, {"class_name": "Conv2D", "config": {"name": "conv2d_244", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 493}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 494}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_244", "inbound_nodes": [[["activation_243", 0, 0, {}]]], "shared_object_id": 495}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_239", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 496}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 497}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 498}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 499}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_239", "inbound_nodes": [[["conv2d_239", 0, 0, {}]]], "shared_object_id": 500}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_244", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 501}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 502}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 503}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 504}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_244", "inbound_nodes": [[["conv2d_244", 0, 0, {}]]], "shared_object_id": 505}, {"class_name": "Activation", "config": {"name": "activation_239", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_239", "inbound_nodes": [[["batch_normalization_239", 0, 0, {}]]], "shared_object_id": 506}, {"class_name": "Activation", "config": {"name": "activation_244", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_244", "inbound_nodes": [[["batch_normalization_244", 0, 0, {}]]], "shared_object_id": 507}, {"class_name": "Conv2D", "config": {"name": "conv2d_240", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 508}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 509}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_240", "inbound_nodes": [[["activation_239", 0, 0, {}]]], "shared_object_id": 510}, {"class_name": "Conv2D", "config": {"name": "conv2d_245", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 511}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 512}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_245", "inbound_nodes": [[["activation_244", 0, 0, {}]]], "shared_object_id": 513}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_240", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 514}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 515}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 516}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 517}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_240", "inbound_nodes": [[["conv2d_240", 0, 0, {}]]], "shared_object_id": 518}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_245", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 519}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 520}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 521}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 522}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_245", "inbound_nodes": [[["conv2d_245", 0, 0, {}]]], "shared_object_id": 523}, {"class_name": "Activation", "config": {"name": "activation_240", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_240", "inbound_nodes": [[["batch_normalization_240", 0, 0, {}]]], "shared_object_id": 524}, {"class_name": "Activation", "config": {"name": "activation_245", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_245", "inbound_nodes": [[["batch_normalization_245", 0, 0, {}]]], "shared_object_id": 525}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_23", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_23", "inbound_nodes": [[["mixed5", 0, 0, {}]]], "shared_object_id": 526}, {"class_name": "Conv2D", "config": {"name": "conv2d_238", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 527}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 528}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_238", "inbound_nodes": [[["mixed5", 0, 0, {}]]], "shared_object_id": 529}, {"class_name": "Conv2D", "config": {"name": "conv2d_241", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 530}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 531}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_241", "inbound_nodes": [[["activation_240", 0, 0, {}]]], "shared_object_id": 532}, {"class_name": "Conv2D", "config": {"name": "conv2d_246", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 533}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 534}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_246", "inbound_nodes": [[["activation_245", 0, 0, {}]]], "shared_object_id": 535}, {"class_name": "Conv2D", "config": {"name": "conv2d_247", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 536}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 537}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_247", "inbound_nodes": [[["average_pooling2d_23", 0, 0, {}]]], "shared_object_id": 538}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_238", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 539}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 540}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 541}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 542}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_238", "inbound_nodes": [[["conv2d_238", 0, 0, {}]]], "shared_object_id": 543}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_241", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 544}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 545}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 546}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 547}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_241", "inbound_nodes": [[["conv2d_241", 0, 0, {}]]], "shared_object_id": 548}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_246", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 549}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 550}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 551}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 552}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_246", "inbound_nodes": [[["conv2d_246", 0, 0, {}]]], "shared_object_id": 553}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_247", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 554}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 555}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 556}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 557}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_247", "inbound_nodes": [[["conv2d_247", 0, 0, {}]]], "shared_object_id": 558}, {"class_name": "Activation", "config": {"name": "activation_238", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_238", "inbound_nodes": [[["batch_normalization_238", 0, 0, {}]]], "shared_object_id": 559}, {"class_name": "Activation", "config": {"name": "activation_241", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_241", "inbound_nodes": [[["batch_normalization_241", 0, 0, {}]]], "shared_object_id": 560}, {"class_name": "Activation", "config": {"name": "activation_246", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_246", "inbound_nodes": [[["batch_normalization_246", 0, 0, {}]]], "shared_object_id": 561}, {"class_name": "Activation", "config": {"name": "activation_247", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_247", "inbound_nodes": [[["batch_normalization_247", 0, 0, {}]]], "shared_object_id": 562}, {"class_name": "Concatenate", "config": {"name": "mixed6", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed6", "inbound_nodes": [[["activation_238", 0, 0, {}], ["activation_241", 0, 0, {}], ["activation_246", 0, 0, {}], ["activation_247", 0, 0, {}]]], "shared_object_id": 563}, {"class_name": "Conv2D", "config": {"name": "conv2d_252", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 564}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 565}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_252", "inbound_nodes": [[["mixed6", 0, 0, {}]]], "shared_object_id": 566}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_252", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 567}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 568}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 569}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 570}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_252", "inbound_nodes": [[["conv2d_252", 0, 0, {}]]], "shared_object_id": 571}, {"class_name": "Activation", "config": {"name": "activation_252", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_252", "inbound_nodes": [[["batch_normalization_252", 0, 0, {}]]], "shared_object_id": 572}, {"class_name": "Conv2D", "config": {"name": "conv2d_253", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 573}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 574}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_253", "inbound_nodes": [[["activation_252", 0, 0, {}]]], "shared_object_id": 575}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_253", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 576}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 577}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 578}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 579}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_253", "inbound_nodes": [[["conv2d_253", 0, 0, {}]]], "shared_object_id": 580}, {"class_name": "Activation", "config": {"name": "activation_253", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_253", "inbound_nodes": [[["batch_normalization_253", 0, 0, {}]]], "shared_object_id": 581}, {"class_name": "Conv2D", "config": {"name": "conv2d_249", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 582}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 583}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_249", "inbound_nodes": [[["mixed6", 0, 0, {}]]], "shared_object_id": 584}, {"class_name": "Conv2D", "config": {"name": "conv2d_254", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 585}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 586}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_254", "inbound_nodes": [[["activation_253", 0, 0, {}]]], "shared_object_id": 587}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_249", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 588}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 589}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 590}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 591}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_249", "inbound_nodes": [[["conv2d_249", 0, 0, {}]]], "shared_object_id": 592}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_254", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 593}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 594}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 595}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 596}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_254", "inbound_nodes": [[["conv2d_254", 0, 0, {}]]], "shared_object_id": 597}, {"class_name": "Activation", "config": {"name": "activation_249", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_249", "inbound_nodes": [[["batch_normalization_249", 0, 0, {}]]], "shared_object_id": 598}, {"class_name": "Activation", "config": {"name": "activation_254", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_254", "inbound_nodes": [[["batch_normalization_254", 0, 0, {}]]], "shared_object_id": 599}, {"class_name": "Conv2D", "config": {"name": "conv2d_250", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 600}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 601}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_250", "inbound_nodes": [[["activation_249", 0, 0, {}]]], "shared_object_id": 602}, {"class_name": "Conv2D", "config": {"name": "conv2d_255", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 603}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 604}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_255", "inbound_nodes": [[["activation_254", 0, 0, {}]]], "shared_object_id": 605}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_250", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 606}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 607}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 608}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 609}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_250", "inbound_nodes": [[["conv2d_250", 0, 0, {}]]], "shared_object_id": 610}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_255", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 611}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 612}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 613}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 614}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_255", "inbound_nodes": [[["conv2d_255", 0, 0, {}]]], "shared_object_id": 615}, {"class_name": "Activation", "config": {"name": "activation_250", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_250", "inbound_nodes": [[["batch_normalization_250", 0, 0, {}]]], "shared_object_id": 616}, {"class_name": "Activation", "config": {"name": "activation_255", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_255", "inbound_nodes": [[["batch_normalization_255", 0, 0, {}]]], "shared_object_id": 617}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_24", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_24", "inbound_nodes": [[["mixed6", 0, 0, {}]]], "shared_object_id": 618}, {"class_name": "Conv2D", "config": {"name": "conv2d_248", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 619}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 620}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_248", "inbound_nodes": [[["mixed6", 0, 0, {}]]], "shared_object_id": 621}, {"class_name": "Conv2D", "config": {"name": "conv2d_251", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 622}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 623}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_251", "inbound_nodes": [[["activation_250", 0, 0, {}]]], "shared_object_id": 624}, {"class_name": "Conv2D", "config": {"name": "conv2d_256", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 625}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 626}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_256", "inbound_nodes": [[["activation_255", 0, 0, {}]]], "shared_object_id": 627}, {"class_name": "Conv2D", "config": {"name": "conv2d_257", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 628}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 629}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_257", "inbound_nodes": [[["average_pooling2d_24", 0, 0, {}]]], "shared_object_id": 630}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_248", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 631}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 632}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 633}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 634}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_248", "inbound_nodes": [[["conv2d_248", 0, 0, {}]]], "shared_object_id": 635}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_251", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 636}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 637}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 638}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 639}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_251", "inbound_nodes": [[["conv2d_251", 0, 0, {}]]], "shared_object_id": 640}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_256", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 641}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 642}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 643}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 644}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_256", "inbound_nodes": [[["conv2d_256", 0, 0, {}]]], "shared_object_id": 645}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_257", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 646}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 647}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 648}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 649}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_257", "inbound_nodes": [[["conv2d_257", 0, 0, {}]]], "shared_object_id": 650}, {"class_name": "Activation", "config": {"name": "activation_248", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_248", "inbound_nodes": [[["batch_normalization_248", 0, 0, {}]]], "shared_object_id": 651}, {"class_name": "Activation", "config": {"name": "activation_251", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_251", "inbound_nodes": [[["batch_normalization_251", 0, 0, {}]]], "shared_object_id": 652}, {"class_name": "Activation", "config": {"name": "activation_256", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_256", "inbound_nodes": [[["batch_normalization_256", 0, 0, {}]]], "shared_object_id": 653}, {"class_name": "Activation", "config": {"name": "activation_257", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_257", "inbound_nodes": [[["batch_normalization_257", 0, 0, {}]]], "shared_object_id": 654}, {"class_name": "Concatenate", "config": {"name": "mixed7", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed7", "inbound_nodes": [[["activation_248", 0, 0, {}], ["activation_251", 0, 0, {}], ["activation_256", 0, 0, {}], ["activation_257", 0, 0, {}]]], "shared_object_id": 655}, {"class_name": "Conv2D", "config": {"name": "conv2d_260", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 656}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 657}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_260", "inbound_nodes": [[["mixed7", 0, 0, {}]]], "shared_object_id": 658}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_260", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 659}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 660}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 661}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 662}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_260", "inbound_nodes": [[["conv2d_260", 0, 0, {}]]], "shared_object_id": 663}, {"class_name": "Activation", "config": {"name": "activation_260", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_260", "inbound_nodes": [[["batch_normalization_260", 0, 0, {}]]], "shared_object_id": 664}, {"class_name": "Conv2D", "config": {"name": "conv2d_261", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 665}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 666}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_261", "inbound_nodes": [[["activation_260", 0, 0, {}]]], "shared_object_id": 667}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_261", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 668}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 669}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 670}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 671}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_261", "inbound_nodes": [[["conv2d_261", 0, 0, {}]]], "shared_object_id": 672}, {"class_name": "Activation", "config": {"name": "activation_261", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_261", "inbound_nodes": [[["batch_normalization_261", 0, 0, {}]]], "shared_object_id": 673}, {"class_name": "Conv2D", "config": {"name": "conv2d_258", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 674}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 675}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_258", "inbound_nodes": [[["mixed7", 0, 0, {}]]], "shared_object_id": 676}, {"class_name": "Conv2D", "config": {"name": "conv2d_262", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 677}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 678}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_262", "inbound_nodes": [[["activation_261", 0, 0, {}]]], "shared_object_id": 679}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_258", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 680}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 681}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 682}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 683}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_258", "inbound_nodes": [[["conv2d_258", 0, 0, {}]]], "shared_object_id": 684}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_262", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 685}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 686}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 687}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 688}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_262", "inbound_nodes": [[["conv2d_262", 0, 0, {}]]], "shared_object_id": 689}, {"class_name": "Activation", "config": {"name": "activation_258", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_258", "inbound_nodes": [[["batch_normalization_258", 0, 0, {}]]], "shared_object_id": 690}, {"class_name": "Activation", "config": {"name": "activation_262", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_262", "inbound_nodes": [[["batch_normalization_262", 0, 0, {}]]], "shared_object_id": 691}, {"class_name": "Conv2D", "config": {"name": "conv2d_259", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 692}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 693}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_259", "inbound_nodes": [[["activation_258", 0, 0, {}]]], "shared_object_id": 694}, {"class_name": "Conv2D", "config": {"name": "conv2d_263", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 695}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 696}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_263", "inbound_nodes": [[["activation_262", 0, 0, {}]]], "shared_object_id": 697}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_259", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 698}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 699}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 700}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 701}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_259", "inbound_nodes": [[["conv2d_259", 0, 0, {}]]], "shared_object_id": 702}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_263", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 703}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 704}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 705}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 706}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_263", "inbound_nodes": [[["conv2d_263", 0, 0, {}]]], "shared_object_id": 707}, {"class_name": "Activation", "config": {"name": "activation_259", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_259", "inbound_nodes": [[["batch_normalization_259", 0, 0, {}]]], "shared_object_id": 708}, {"class_name": "Activation", "config": {"name": "activation_263", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_263", "inbound_nodes": [[["batch_normalization_263", 0, 0, {}]]], "shared_object_id": 709}, {"class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_11", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "name": "max_pooling2d_11", "inbound_nodes": [[["mixed7", 0, 0, {}]]], "shared_object_id": 710}, {"class_name": "Concatenate", "config": {"name": "mixed8", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed8", "inbound_nodes": [[["activation_259", 0, 0, {}], ["activation_263", 0, 0, {}], ["max_pooling2d_11", 0, 0, {}]]], "shared_object_id": 711}, {"class_name": "Conv2D", "config": {"name": "conv2d_268", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 712}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 713}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_268", "inbound_nodes": [[["mixed8", 0, 0, {}]]], "shared_object_id": 714}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_268", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 715}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 716}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 717}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 718}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_268", "inbound_nodes": [[["conv2d_268", 0, 0, {}]]], "shared_object_id": 719}, {"class_name": "Activation", "config": {"name": "activation_268", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_268", "inbound_nodes": [[["batch_normalization_268", 0, 0, {}]]], "shared_object_id": 720}, {"class_name": "Conv2D", "config": {"name": "conv2d_265", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 721}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 722}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_265", "inbound_nodes": [[["mixed8", 0, 0, {}]]], "shared_object_id": 723}, {"class_name": "Conv2D", "config": {"name": "conv2d_269", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 724}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 725}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_269", "inbound_nodes": [[["activation_268", 0, 0, {}]]], "shared_object_id": 726}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_265", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 727}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 728}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 729}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 730}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_265", "inbound_nodes": [[["conv2d_265", 0, 0, {}]]], "shared_object_id": 731}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_269", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 732}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 733}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 734}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 735}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_269", "inbound_nodes": [[["conv2d_269", 0, 0, {}]]], "shared_object_id": 736}, {"class_name": "Activation", "config": {"name": "activation_265", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_265", "inbound_nodes": [[["batch_normalization_265", 0, 0, {}]]], "shared_object_id": 737}, {"class_name": "Activation", "config": {"name": "activation_269", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_269", "inbound_nodes": [[["batch_normalization_269", 0, 0, {}]]], "shared_object_id": 738}, {"class_name": "Conv2D", "config": {"name": "conv2d_266", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 739}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 740}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_266", "inbound_nodes": [[["activation_265", 0, 0, {}]]], "shared_object_id": 741}, {"class_name": "Conv2D", "config": {"name": "conv2d_267", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 742}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 743}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_267", "inbound_nodes": [[["activation_265", 0, 0, {}]]], "shared_object_id": 744}, {"class_name": "Conv2D", "config": {"name": "conv2d_270", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 745}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 746}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_270", "inbound_nodes": [[["activation_269", 0, 0, {}]]], "shared_object_id": 747}, {"class_name": "Conv2D", "config": {"name": "conv2d_271", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 748}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 749}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_271", "inbound_nodes": [[["activation_269", 0, 0, {}]]], "shared_object_id": 750}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_25", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_25", "inbound_nodes": [[["mixed8", 0, 0, {}]]], "shared_object_id": 751}, {"class_name": "Conv2D", "config": {"name": "conv2d_264", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 752}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 753}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_264", "inbound_nodes": [[["mixed8", 0, 0, {}]]], "shared_object_id": 754}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_266", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 755}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 756}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 757}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 758}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_266", "inbound_nodes": [[["conv2d_266", 0, 0, {}]]], "shared_object_id": 759}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_267", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 760}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 761}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 762}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 763}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_267", "inbound_nodes": [[["conv2d_267", 0, 0, {}]]], "shared_object_id": 764}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_270", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 765}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 766}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 767}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 768}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_270", "inbound_nodes": [[["conv2d_270", 0, 0, {}]]], "shared_object_id": 769}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_271", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 770}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 771}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 772}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 773}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_271", "inbound_nodes": [[["conv2d_271", 0, 0, {}]]], "shared_object_id": 774}, {"class_name": "Conv2D", "config": {"name": "conv2d_272", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 775}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 776}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_272", "inbound_nodes": [[["average_pooling2d_25", 0, 0, {}]]], "shared_object_id": 777}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_264", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 778}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 779}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 780}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 781}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_264", "inbound_nodes": [[["conv2d_264", 0, 0, {}]]], "shared_object_id": 782}, {"class_name": "Activation", "config": {"name": "activation_266", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_266", "inbound_nodes": [[["batch_normalization_266", 0, 0, {}]]], "shared_object_id": 783}, {"class_name": "Activation", "config": {"name": "activation_267", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_267", "inbound_nodes": [[["batch_normalization_267", 0, 0, {}]]], "shared_object_id": 784}, {"class_name": "Activation", "config": {"name": "activation_270", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_270", "inbound_nodes": [[["batch_normalization_270", 0, 0, {}]]], "shared_object_id": 785}, {"class_name": "Activation", "config": {"name": "activation_271", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_271", "inbound_nodes": [[["batch_normalization_271", 0, 0, {}]]], "shared_object_id": 786}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_272", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 787}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 788}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 789}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 790}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_272", "inbound_nodes": [[["conv2d_272", 0, 0, {}]]], "shared_object_id": 791}, {"class_name": "Activation", "config": {"name": "activation_264", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_264", "inbound_nodes": [[["batch_normalization_264", 0, 0, {}]]], "shared_object_id": 792}, {"class_name": "Concatenate", "config": {"name": "mixed9_0", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed9_0", "inbound_nodes": [[["activation_266", 0, 0, {}], ["activation_267", 0, 0, {}]]], "shared_object_id": 793}, {"class_name": "Concatenate", "config": {"name": "concatenate_4", "trainable": true, "dtype": "float32", "axis": 3}, "name": "concatenate_4", "inbound_nodes": [[["activation_270", 0, 0, {}], ["activation_271", 0, 0, {}]]], "shared_object_id": 794}, {"class_name": "Activation", "config": {"name": "activation_272", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_272", "inbound_nodes": [[["batch_normalization_272", 0, 0, {}]]], "shared_object_id": 795}, {"class_name": "Concatenate", "config": {"name": "mixed9", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed9", "inbound_nodes": [[["activation_264", 0, 0, {}], ["mixed9_0", 0, 0, {}], ["concatenate_4", 0, 0, {}], ["activation_272", 0, 0, {}]]], "shared_object_id": 796}, {"class_name": "Conv2D", "config": {"name": "conv2d_277", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 797}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 798}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_277", "inbound_nodes": [[["mixed9", 0, 0, {}]]], "shared_object_id": 799}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_277", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 800}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 801}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 802}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 803}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_277", "inbound_nodes": [[["conv2d_277", 0, 0, {}]]], "shared_object_id": 804}, {"class_name": "Activation", "config": {"name": "activation_277", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_277", "inbound_nodes": [[["batch_normalization_277", 0, 0, {}]]], "shared_object_id": 805}, {"class_name": "Conv2D", "config": {"name": "conv2d_274", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 806}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 807}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_274", "inbound_nodes": [[["mixed9", 0, 0, {}]]], "shared_object_id": 808}, {"class_name": "Conv2D", "config": {"name": "conv2d_278", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 809}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 810}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_278", "inbound_nodes": [[["activation_277", 0, 0, {}]]], "shared_object_id": 811}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_274", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 812}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 813}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 814}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 815}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_274", "inbound_nodes": [[["conv2d_274", 0, 0, {}]]], "shared_object_id": 816}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_278", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 817}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 818}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 819}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 820}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_278", "inbound_nodes": [[["conv2d_278", 0, 0, {}]]], "shared_object_id": 821}, {"class_name": "Activation", "config": {"name": "activation_274", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_274", "inbound_nodes": [[["batch_normalization_274", 0, 0, {}]]], "shared_object_id": 822}, {"class_name": "Activation", "config": {"name": "activation_278", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_278", "inbound_nodes": [[["batch_normalization_278", 0, 0, {}]]], "shared_object_id": 823}, {"class_name": "Conv2D", "config": {"name": "conv2d_275", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 824}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 825}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_275", "inbound_nodes": [[["activation_274", 0, 0, {}]]], "shared_object_id": 826}, {"class_name": "Conv2D", "config": {"name": "conv2d_276", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 827}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 828}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_276", "inbound_nodes": [[["activation_274", 0, 0, {}]]], "shared_object_id": 829}, {"class_name": "Conv2D", "config": {"name": "conv2d_279", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 830}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 831}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_279", "inbound_nodes": [[["activation_278", 0, 0, {}]]], "shared_object_id": 832}, {"class_name": "Conv2D", "config": {"name": "conv2d_280", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 833}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 834}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_280", "inbound_nodes": [[["activation_278", 0, 0, {}]]], "shared_object_id": 835}, {"class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_26", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "name": "average_pooling2d_26", "inbound_nodes": [[["mixed9", 0, 0, {}]]], "shared_object_id": 836}, {"class_name": "Conv2D", "config": {"name": "conv2d_273", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 837}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 838}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_273", "inbound_nodes": [[["mixed9", 0, 0, {}]]], "shared_object_id": 839}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_275", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 840}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 841}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 842}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 843}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_275", "inbound_nodes": [[["conv2d_275", 0, 0, {}]]], "shared_object_id": 844}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_276", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 845}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 846}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 847}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 848}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_276", "inbound_nodes": [[["conv2d_276", 0, 0, {}]]], "shared_object_id": 849}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_279", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 850}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 851}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 852}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 853}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_279", "inbound_nodes": [[["conv2d_279", 0, 0, {}]]], "shared_object_id": 854}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_280", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 855}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 856}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 857}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 858}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_280", "inbound_nodes": [[["conv2d_280", 0, 0, {}]]], "shared_object_id": 859}, {"class_name": "Conv2D", "config": {"name": "conv2d_281", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 860}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 861}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv2d_281", "inbound_nodes": [[["average_pooling2d_26", 0, 0, {}]]], "shared_object_id": 862}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_273", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 863}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 864}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 865}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 866}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_273", "inbound_nodes": [[["conv2d_273", 0, 0, {}]]], "shared_object_id": 867}, {"class_name": "Activation", "config": {"name": "activation_275", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_275", "inbound_nodes": [[["batch_normalization_275", 0, 0, {}]]], "shared_object_id": 868}, {"class_name": "Activation", "config": {"name": "activation_276", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_276", "inbound_nodes": [[["batch_normalization_276", 0, 0, {}]]], "shared_object_id": 869}, {"class_name": "Activation", "config": {"name": "activation_279", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_279", "inbound_nodes": [[["batch_normalization_279", 0, 0, {}]]], "shared_object_id": 870}, {"class_name": "Activation", "config": {"name": "activation_280", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_280", "inbound_nodes": [[["batch_normalization_280", 0, 0, {}]]], "shared_object_id": 871}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_281", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 872}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 873}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 874}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 875}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "batch_normalization_281", "inbound_nodes": [[["conv2d_281", 0, 0, {}]]], "shared_object_id": 876}, {"class_name": "Activation", "config": {"name": "activation_273", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_273", "inbound_nodes": [[["batch_normalization_273", 0, 0, {}]]], "shared_object_id": 877}, {"class_name": "Concatenate", "config": {"name": "mixed9_1", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed9_1", "inbound_nodes": [[["activation_275", 0, 0, {}], ["activation_276", 0, 0, {}]]], "shared_object_id": 878}, {"class_name": "Concatenate", "config": {"name": "concatenate_5", "trainable": true, "dtype": "float32", "axis": 3}, "name": "concatenate_5", "inbound_nodes": [[["activation_279", 0, 0, {}], ["activation_280", 0, 0, {}]]], "shared_object_id": 879}, {"class_name": "Activation", "config": {"name": "activation_281", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "activation_281", "inbound_nodes": [[["batch_normalization_281", 0, 0, {}]]], "shared_object_id": 880}, {"class_name": "Concatenate", "config": {"name": "mixed10", "trainable": true, "dtype": "float32", "axis": 3}, "name": "mixed10", "inbound_nodes": [[["activation_273", 0, 0, {}], ["mixed9_1", 0, 0, {}], ["concatenate_5", 0, 0, {}], ["activation_281", 0, 0, {}]]], "shared_object_id": 881}], "input_layers": [["input_4", 0, 0]], "output_layers": [["mixed10", 0, 0]]}}}2

�root.layer-5"_tf_keras_layer*�{"name": "global_average_pooling2d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GlobalAveragePooling2D", "config": {"name": "global_average_pooling2d_1", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["inception_v3", 1, 0, {}]]], "shared_object_id": 883, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 892}, "build_input_shape": {"class_name": "TensorShape", "items": [32, 5, 5, 2048]}}2

�root.layer-6"_tf_keras_layer*�{"name": "dropout_1", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dropout", "config": {"name": "dropout_1", "trainable": true, "dtype": "float32", "rate": 0.2, "noise_shape": null, "seed": null}, "inbound_nodes": [[["global_average_pooling2d_1", 0, 0, {}]]], "shared_object_id": 884, "build_input_shape": {"class_name": "TensorShape", "items": [null, 2048]}}2

�root.layer_with_weights-1"_tf_keras_layer*�{"name": "dense", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "dense", "trainable": true, "dtype": "float32", "units": 6, "activation": "softmax", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 885}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 886}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dropout_1", 0, 0, {}]]], "shared_object_id": 887, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 2048}}, "shared_object_id": 893}, "build_input_shape": {"class_name": "TensorShape", "items": [32, 2048]}}2

�root.layer-1.layer-0"_tf_keras_layer*�{"name": "random_flip_14", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "RandomFlip", "config": {"name": "random_flip_14", "trainable": true, "dtype": "float32", "mode": "horizontal", "seed": null}, "shared_object_id": 2, "build_input_shape": {"class_name": "TensorShape", "items": [1, 224, 224, 3]}}2

�root.layer-1.layer-1"_tf_keras_layer*�{"name": "random_rotation_14", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "RandomRotation", "config": {"name": "random_rotation_14", "trainable": true, "dtype": "float32", "factor": 0.2, "fill_mode": "reflect", "fill_value": 0.0, "interpolation": "bilinear", "seed": null}, "shared_object_id": 3, "build_input_shape": {"class_name": "TensorShape", "items": [1, 224, 224, 3]}}2

�!root.layer_with_weights-0.layer-0"_tf_keras_input_layer*�{"class_name": "InputLayer", "name": "input_4", "dtype": "float32", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "input_4"}}2

�
.root.layer_with_weights-0.layer_with_weights-0"_tf_keras_layer*�
{"name": "conv2d_188", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_188", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 8}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 9}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["input_4", 0, 0, {}]]], "shared_object_id": 10, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 3}}, "shared_object_id": 894}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 224, 224, 3]}}2

�
.root.layer_with_weights-0.layer_with_weights-1"_tf_keras_layer*�	{"name": "batch_normalization_188", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 11}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 12}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 13}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 14}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_188", 0, 0, {}]]], "shared_object_id": 15, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 32}}, "shared_object_id": 895}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 111, 111, 32]}}2

�!root.layer_with_weights-0.layer-3"_tf_keras_layer*�{"name": "activation_188", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_188", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_188", 0, 0, {}]]], "shared_object_id": 16, "build_input_shape": {"class_name": "TensorShape", "items": [null, 111, 111, 32]}}2

�
 .root.layer_with_weights-0.layer_with_weights-2"_tf_keras_layer*�
{"name": "conv2d_189", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_189", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 17}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 18}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_188", 0, 0, {}]]], "shared_object_id": 19, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 32}}, "shared_object_id": 896}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 111, 111, 32]}}2

�
!.root.layer_with_weights-0.layer_with_weights-3"_tf_keras_layer*�	{"name": "batch_normalization_189", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 20}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 21}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 22}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 23}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_189", 0, 0, {}]]], "shared_object_id": 24, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 32}}, "shared_object_id": 897}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 109, 109, 32]}}2

�"!root.layer_with_weights-0.layer-6"_tf_keras_layer*�{"name": "activation_189", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_189", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_189", 0, 0, {}]]], "shared_object_id": 25, "build_input_shape": {"class_name": "TensorShape", "items": [null, 109, 109, 32]}}2

�
#.root.layer_with_weights-0.layer_with_weights-4"_tf_keras_layer*�
{"name": "conv2d_190", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_190", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 26}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 27}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_189", 0, 0, {}]]], "shared_object_id": 28, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 32}}, "shared_object_id": 898}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 109, 109, 32]}}2

�
$.root.layer_with_weights-0.layer_with_weights-5"_tf_keras_layer*�	{"name": "batch_normalization_190", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 29}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 30}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 31}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 32}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_190", 0, 0, {}]]], "shared_object_id": 33, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 899}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 109, 109, 64]}}2

�%!root.layer_with_weights-0.layer-9"_tf_keras_layer*�{"name": "activation_190", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_190", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_190", 0, 0, {}]]], "shared_object_id": 34, "build_input_shape": {"class_name": "TensorShape", "items": [null, 109, 109, 64]}}2

�&"root.layer_with_weights-0.layer-10"_tf_keras_layer*�{"name": "max_pooling2d_8", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_8", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["activation_190", 0, 0, {}]]], "shared_object_id": 35, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 900}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 109, 109, 64]}}2

�
'.root.layer_with_weights-0.layer_with_weights-6"_tf_keras_layer*�
{"name": "conv2d_191", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_191", "trainable": false, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 36}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 37}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["max_pooling2d_8", 0, 0, {}]]], "shared_object_id": 38, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 901}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 54, 54, 64]}}2

�
(.root.layer_with_weights-0.layer_with_weights-7"_tf_keras_layer*�	{"name": "batch_normalization_191", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 39}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 40}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 41}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 42}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_191", 0, 0, {}]]], "shared_object_id": 43, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 80}}, "shared_object_id": 902}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 54, 54, 80]}}2

�)"root.layer_with_weights-0.layer-13"_tf_keras_layer*�{"name": "activation_191", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_191", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_191", 0, 0, {}]]], "shared_object_id": 44, "build_input_shape": {"class_name": "TensorShape", "items": [null, 54, 54, 80]}}2

�
*.root.layer_with_weights-0.layer_with_weights-8"_tf_keras_layer*�
{"name": "conv2d_192", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_192", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 45}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 46}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_191", 0, 0, {}]]], "shared_object_id": 47, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 80}}, "shared_object_id": 903}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 54, 54, 80]}}2

�
+.root.layer_with_weights-0.layer_with_weights-9"_tf_keras_layer*�	{"name": "batch_normalization_192", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 48}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 49}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 50}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 51}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_192", 0, 0, {}]]], "shared_object_id": 52, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 904}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 52, 52, 192]}}2

�,"root.layer_with_weights-0.layer-16"_tf_keras_layer*�{"name": "activation_192", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_192", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_192", 0, 0, {}]]], "shared_object_id": 53, "build_input_shape": {"class_name": "TensorShape", "items": [null, 52, 52, 192]}}2

�-"root.layer_with_weights-0.layer-17"_tf_keras_layer*�{"name": "max_pooling2d_9", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_9", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["activation_192", 0, 0, {}]]], "shared_object_id": 54, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 905}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 52, 52, 192]}}2

�
./root.layer_with_weights-0.layer_with_weights-10"_tf_keras_layer*�
{"name": "conv2d_196", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_196", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 55}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 56}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]], "shared_object_id": 57, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 906}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 192]}}2

�
//root.layer_with_weights-0.layer_with_weights-11"_tf_keras_layer*�	{"name": "batch_normalization_196", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 58}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 59}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 60}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 61}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_196", 0, 0, {}]]], "shared_object_id": 62, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 907}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�0"root.layer_with_weights-0.layer-20"_tf_keras_layer*�{"name": "activation_196", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_196", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_196", 0, 0, {}]]], "shared_object_id": 63, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
1/root.layer_with_weights-0.layer_with_weights-12"_tf_keras_layer*�
{"name": "conv2d_194", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_194", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 64}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 65}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]], "shared_object_id": 66, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 908}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 192]}}2

�
2/root.layer_with_weights-0.layer_with_weights-13"_tf_keras_layer*�
{"name": "conv2d_197", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_197", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 67}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 68}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_196", 0, 0, {}]]], "shared_object_id": 69, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 909}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
3/root.layer_with_weights-0.layer_with_weights-14"_tf_keras_layer*�	{"name": "batch_normalization_194", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 70}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 71}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 72}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 73}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_194", 0, 0, {}]]], "shared_object_id": 74, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 48}}, "shared_object_id": 910}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 48]}}2

�
4/root.layer_with_weights-0.layer_with_weights-15"_tf_keras_layer*�	{"name": "batch_normalization_197", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 75}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 76}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 77}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 78}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_197", 0, 0, {}]]], "shared_object_id": 79, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 96}}, "shared_object_id": 911}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�5"root.layer_with_weights-0.layer-25"_tf_keras_layer*�{"name": "activation_194", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_194", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_194", 0, 0, {}]]], "shared_object_id": 80, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 48]}}2

�6"root.layer_with_weights-0.layer-26"_tf_keras_layer*�{"name": "activation_197", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_197", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_197", 0, 0, {}]]], "shared_object_id": 81, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�7"root.layer_with_weights-0.layer-27"_tf_keras_layer*�{"name": "average_pooling2d_18", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_18", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]], "shared_object_id": 82, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 912}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 192]}}2

�
8/root.layer_with_weights-0.layer_with_weights-16"_tf_keras_layer*�
{"name": "conv2d_193", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_193", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 83}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 84}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["max_pooling2d_9", 0, 0, {}]]], "shared_object_id": 85, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 913}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 192]}}2

�
9/root.layer_with_weights-0.layer_with_weights-17"_tf_keras_layer*�
{"name": "conv2d_195", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_195", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 86}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 87}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_194", 0, 0, {}]]], "shared_object_id": 88, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 48}}, "shared_object_id": 914}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 48]}}2

�
:/root.layer_with_weights-0.layer_with_weights-18"_tf_keras_layer*�
{"name": "conv2d_198", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_198", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 89}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 90}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_197", 0, 0, {}]]], "shared_object_id": 91, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 96}}, "shared_object_id": 915}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�
;/root.layer_with_weights-0.layer_with_weights-19"_tf_keras_layer*�
{"name": "conv2d_199", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_199", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 92}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 93}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["average_pooling2d_18", 0, 0, {}]]], "shared_object_id": 94, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 916}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 192]}}2

�
</root.layer_with_weights-0.layer_with_weights-20"_tf_keras_layer*�	{"name": "batch_normalization_193", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 95}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 96}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 97}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 98}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_193", 0, 0, {}]]], "shared_object_id": 99, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 917}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
=/root.layer_with_weights-0.layer_with_weights-21"_tf_keras_layer*�	{"name": "batch_normalization_195", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 100}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 101}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 102}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 103}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_195", 0, 0, {}]]], "shared_object_id": 104, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 918}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
>/root.layer_with_weights-0.layer_with_weights-22"_tf_keras_layer*�	{"name": "batch_normalization_198", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 105}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 106}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 107}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 108}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_198", 0, 0, {}]]], "shared_object_id": 109, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 96}}, "shared_object_id": 919}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�
?/root.layer_with_weights-0.layer_with_weights-23"_tf_keras_layer*�	{"name": "batch_normalization_199", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 110}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 111}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 112}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 113}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_199", 0, 0, {}]]], "shared_object_id": 114, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 32}}, "shared_object_id": 920}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 32]}}2

�@"root.layer_with_weights-0.layer-36"_tf_keras_layer*�{"name": "activation_193", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_193", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_193", 0, 0, {}]]], "shared_object_id": 115, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�A"root.layer_with_weights-0.layer-37"_tf_keras_layer*�{"name": "activation_195", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_195", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_195", 0, 0, {}]]], "shared_object_id": 116, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�B"root.layer_with_weights-0.layer-38"_tf_keras_layer*�{"name": "activation_198", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_198", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_198", 0, 0, {}]]], "shared_object_id": 117, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�C"root.layer_with_weights-0.layer-39"_tf_keras_layer*�{"name": "activation_199", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_199", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_199", 0, 0, {}]]], "shared_object_id": 118, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 32]}}2

�D"root.layer_with_weights-0.layer-40"_tf_keras_layer*�{"name": "mixed0", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "mixed0", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_193", 0, 0, {}], ["activation_195", 0, 0, {}], ["activation_198", 0, 0, {}], ["activation_199", 0, 0, {}]]], "shared_object_id": 119, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 25, 25, 64]}, {"class_name": "TensorShape", "items": [null, 25, 25, 64]}, {"class_name": "TensorShape", "items": [null, 25, 25, 96]}, {"class_name": "TensorShape", "items": [null, 25, 25, 32]}]}2

�
E/root.layer_with_weights-0.layer_with_weights-24"_tf_keras_layer*�
{"name": "conv2d_203", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_203", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 120}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 121}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed0", 0, 0, {}]]], "shared_object_id": 122, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 921}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 256]}}2

�
F/root.layer_with_weights-0.layer_with_weights-25"_tf_keras_layer*�	{"name": "batch_normalization_203", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 123}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 124}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 125}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 126}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_203", 0, 0, {}]]], "shared_object_id": 127, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 922}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�G"root.layer_with_weights-0.layer-43"_tf_keras_layer*�{"name": "activation_203", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_203", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_203", 0, 0, {}]]], "shared_object_id": 128, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
H/root.layer_with_weights-0.layer_with_weights-26"_tf_keras_layer*�
{"name": "conv2d_201", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_201", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 129}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 130}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed0", 0, 0, {}]]], "shared_object_id": 131, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 923}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 256]}}2

�
I/root.layer_with_weights-0.layer_with_weights-27"_tf_keras_layer*�
{"name": "conv2d_204", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_204", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 132}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 133}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_203", 0, 0, {}]]], "shared_object_id": 134, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 924}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
J/root.layer_with_weights-0.layer_with_weights-28"_tf_keras_layer*�	{"name": "batch_normalization_201", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 135}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 136}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 137}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 138}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_201", 0, 0, {}]]], "shared_object_id": 139, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 48}}, "shared_object_id": 925}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 48]}}2

�
K/root.layer_with_weights-0.layer_with_weights-29"_tf_keras_layer*�	{"name": "batch_normalization_204", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 140}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 141}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 142}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 143}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_204", 0, 0, {}]]], "shared_object_id": 144, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 96}}, "shared_object_id": 926}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�L"root.layer_with_weights-0.layer-48"_tf_keras_layer*�{"name": "activation_201", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_201", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_201", 0, 0, {}]]], "shared_object_id": 145, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 48]}}2

�M"root.layer_with_weights-0.layer-49"_tf_keras_layer*�{"name": "activation_204", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_204", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_204", 0, 0, {}]]], "shared_object_id": 146, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�N"root.layer_with_weights-0.layer-50"_tf_keras_layer*�{"name": "average_pooling2d_19", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_19", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["mixed0", 0, 0, {}]]], "shared_object_id": 147, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 927}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 256]}}2

�
O/root.layer_with_weights-0.layer_with_weights-30"_tf_keras_layer*�
{"name": "conv2d_200", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_200", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 148}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 149}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed0", 0, 0, {}]]], "shared_object_id": 150, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 928}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 256]}}2

�
P/root.layer_with_weights-0.layer_with_weights-31"_tf_keras_layer*�
{"name": "conv2d_202", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_202", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 151}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 152}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_201", 0, 0, {}]]], "shared_object_id": 153, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 48}}, "shared_object_id": 929}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 48]}}2

�
Q/root.layer_with_weights-0.layer_with_weights-32"_tf_keras_layer*�
{"name": "conv2d_205", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_205", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 154}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 155}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_204", 0, 0, {}]]], "shared_object_id": 156, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 96}}, "shared_object_id": 930}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�
R/root.layer_with_weights-0.layer_with_weights-33"_tf_keras_layer*�
{"name": "conv2d_206", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_206", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 157}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 158}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["average_pooling2d_19", 0, 0, {}]]], "shared_object_id": 159, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 931}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 256]}}2

�
S/root.layer_with_weights-0.layer_with_weights-34"_tf_keras_layer*�	{"name": "batch_normalization_200", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 160}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 161}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 162}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 163}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_200", 0, 0, {}]]], "shared_object_id": 164, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 932}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
T/root.layer_with_weights-0.layer_with_weights-35"_tf_keras_layer*�	{"name": "batch_normalization_202", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 165}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 166}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 167}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 168}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_202", 0, 0, {}]]], "shared_object_id": 169, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 933}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
U/root.layer_with_weights-0.layer_with_weights-36"_tf_keras_layer*�	{"name": "batch_normalization_205", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 170}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 171}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 172}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 173}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_205", 0, 0, {}]]], "shared_object_id": 174, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 96}}, "shared_object_id": 934}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�
V/root.layer_with_weights-0.layer_with_weights-37"_tf_keras_layer*�	{"name": "batch_normalization_206", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 175}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 176}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 177}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 178}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_206", 0, 0, {}]]], "shared_object_id": 179, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 935}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�W"root.layer_with_weights-0.layer-59"_tf_keras_layer*�{"name": "activation_200", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_200", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_200", 0, 0, {}]]], "shared_object_id": 180, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�X"root.layer_with_weights-0.layer-60"_tf_keras_layer*�{"name": "activation_202", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_202", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_202", 0, 0, {}]]], "shared_object_id": 181, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�Y"root.layer_with_weights-0.layer-61"_tf_keras_layer*�{"name": "activation_205", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_205", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_205", 0, 0, {}]]], "shared_object_id": 182, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�Z"root.layer_with_weights-0.layer-62"_tf_keras_layer*�{"name": "activation_206", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_206", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_206", 0, 0, {}]]], "shared_object_id": 183, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�["root.layer_with_weights-0.layer-63"_tf_keras_layer*�{"name": "mixed1", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "mixed1", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_200", 0, 0, {}], ["activation_202", 0, 0, {}], ["activation_205", 0, 0, {}], ["activation_206", 0, 0, {}]]], "shared_object_id": 184, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 25, 25, 64]}, {"class_name": "TensorShape", "items": [null, 25, 25, 64]}, {"class_name": "TensorShape", "items": [null, 25, 25, 96]}, {"class_name": "TensorShape", "items": [null, 25, 25, 64]}]}2

�
\/root.layer_with_weights-0.layer_with_weights-38"_tf_keras_layer*�
{"name": "conv2d_210", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_210", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 185}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 186}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed1", 0, 0, {}]]], "shared_object_id": 187, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 288}}, "shared_object_id": 936}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 288]}}2

�
]/root.layer_with_weights-0.layer_with_weights-39"_tf_keras_layer*�	{"name": "batch_normalization_210", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 188}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 189}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 190}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 191}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_210", 0, 0, {}]]], "shared_object_id": 192, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 937}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�^"root.layer_with_weights-0.layer-66"_tf_keras_layer*�{"name": "activation_210", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_210", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_210", 0, 0, {}]]], "shared_object_id": 193, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
_/root.layer_with_weights-0.layer_with_weights-40"_tf_keras_layer*�
{"name": "conv2d_208", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_208", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 194}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 195}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed1", 0, 0, {}]]], "shared_object_id": 196, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 288}}, "shared_object_id": 938}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 288]}}2

�
`/root.layer_with_weights-0.layer_with_weights-41"_tf_keras_layer*�
{"name": "conv2d_211", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_211", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 197}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 198}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_210", 0, 0, {}]]], "shared_object_id": 199, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 939}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
a/root.layer_with_weights-0.layer_with_weights-42"_tf_keras_layer*�	{"name": "batch_normalization_208", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 200}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 201}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 202}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 203}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_208", 0, 0, {}]]], "shared_object_id": 204, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 48}}, "shared_object_id": 940}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 48]}}2

�
b/root.layer_with_weights-0.layer_with_weights-43"_tf_keras_layer*�	{"name": "batch_normalization_211", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 205}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 206}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 207}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 208}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_211", 0, 0, {}]]], "shared_object_id": 209, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 96}}, "shared_object_id": 941}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�c"root.layer_with_weights-0.layer-71"_tf_keras_layer*�{"name": "activation_208", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_208", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_208", 0, 0, {}]]], "shared_object_id": 210, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 48]}}2

�d"root.layer_with_weights-0.layer-72"_tf_keras_layer*�{"name": "activation_211", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_211", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_211", 0, 0, {}]]], "shared_object_id": 211, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�e"root.layer_with_weights-0.layer-73"_tf_keras_layer*�{"name": "average_pooling2d_20", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_20", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["mixed1", 0, 0, {}]]], "shared_object_id": 212, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 942}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 288]}}2

�
f/root.layer_with_weights-0.layer_with_weights-44"_tf_keras_layer*�
{"name": "conv2d_207", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_207", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 213}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 214}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed1", 0, 0, {}]]], "shared_object_id": 215, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 288}}, "shared_object_id": 943}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 288]}}2

�
g/root.layer_with_weights-0.layer_with_weights-45"_tf_keras_layer*�
{"name": "conv2d_209", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_209", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 216}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 217}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_208", 0, 0, {}]]], "shared_object_id": 218, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 48}}, "shared_object_id": 944}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 48]}}2

�
h/root.layer_with_weights-0.layer_with_weights-46"_tf_keras_layer*�
{"name": "conv2d_212", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_212", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 219}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 220}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_211", 0, 0, {}]]], "shared_object_id": 221, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 96}}, "shared_object_id": 945}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�
i/root.layer_with_weights-0.layer_with_weights-47"_tf_keras_layer*�
{"name": "conv2d_213", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_213", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 222}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 223}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["average_pooling2d_20", 0, 0, {}]]], "shared_object_id": 224, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 288}}, "shared_object_id": 946}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 288]}}2

�
j/root.layer_with_weights-0.layer_with_weights-48"_tf_keras_layer*�	{"name": "batch_normalization_207", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 225}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 226}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 227}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 228}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_207", 0, 0, {}]]], "shared_object_id": 229, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 947}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
k/root.layer_with_weights-0.layer_with_weights-49"_tf_keras_layer*�	{"name": "batch_normalization_209", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 230}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 231}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 232}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 233}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_209", 0, 0, {}]]], "shared_object_id": 234, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 948}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
l/root.layer_with_weights-0.layer_with_weights-50"_tf_keras_layer*�	{"name": "batch_normalization_212", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 235}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 236}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 237}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 238}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_212", 0, 0, {}]]], "shared_object_id": 239, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 96}}, "shared_object_id": 949}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�
m/root.layer_with_weights-0.layer_with_weights-51"_tf_keras_layer*�	{"name": "batch_normalization_213", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 240}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 241}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 242}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 243}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_213", 0, 0, {}]]], "shared_object_id": 244, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 950}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�n"root.layer_with_weights-0.layer-82"_tf_keras_layer*�{"name": "activation_207", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_207", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_207", 0, 0, {}]]], "shared_object_id": 245, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�o"root.layer_with_weights-0.layer-83"_tf_keras_layer*�{"name": "activation_209", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_209", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_209", 0, 0, {}]]], "shared_object_id": 246, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�p"root.layer_with_weights-0.layer-84"_tf_keras_layer*�{"name": "activation_212", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_212", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_212", 0, 0, {}]]], "shared_object_id": 247, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�q"root.layer_with_weights-0.layer-85"_tf_keras_layer*�{"name": "activation_213", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_213", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_213", 0, 0, {}]]], "shared_object_id": 248, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�r"root.layer_with_weights-0.layer-86"_tf_keras_layer*�{"name": "mixed2", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "mixed2", "trainable": false, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_207", 0, 0, {}], ["activation_209", 0, 0, {}], ["activation_212", 0, 0, {}], ["activation_213", 0, 0, {}]]], "shared_object_id": 249, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 25, 25, 64]}, {"class_name": "TensorShape", "items": [null, 25, 25, 64]}, {"class_name": "TensorShape", "items": [null, 25, 25, 96]}, {"class_name": "TensorShape", "items": [null, 25, 25, 64]}]}2

�
s/root.layer_with_weights-0.layer_with_weights-52"_tf_keras_layer*�
{"name": "conv2d_215", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_215", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 250}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 251}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed2", 0, 0, {}]]], "shared_object_id": 252, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 288}}, "shared_object_id": 951}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 288]}}2

�
t/root.layer_with_weights-0.layer_with_weights-53"_tf_keras_layer*�	{"name": "batch_normalization_215", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 253}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 254}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 255}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 256}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_215", 0, 0, {}]]], "shared_object_id": 257, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 952}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�u"root.layer_with_weights-0.layer-89"_tf_keras_layer*�{"name": "activation_215", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_215", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_215", 0, 0, {}]]], "shared_object_id": 258, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
v/root.layer_with_weights-0.layer_with_weights-54"_tf_keras_layer*�
{"name": "conv2d_216", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_216", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 259}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 260}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_215", 0, 0, {}]]], "shared_object_id": 261, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 953}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 64]}}2

�
w/root.layer_with_weights-0.layer_with_weights-55"_tf_keras_layer*�	{"name": "batch_normalization_216", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 262}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 263}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 264}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 265}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_216", 0, 0, {}]]], "shared_object_id": 266, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 96}}, "shared_object_id": 954}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�x"root.layer_with_weights-0.layer-92"_tf_keras_layer*�{"name": "activation_216", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_216", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_216", 0, 0, {}]]], "shared_object_id": 267, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�
y/root.layer_with_weights-0.layer_with_weights-56"_tf_keras_layer*�
{"name": "conv2d_214", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_214", "trainable": false, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 268}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 269}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed2", 0, 0, {}]]], "shared_object_id": 270, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 288}}, "shared_object_id": 955}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 288]}}2

�
z/root.layer_with_weights-0.layer_with_weights-57"_tf_keras_layer*�
{"name": "conv2d_217", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_217", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 271}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 272}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_216", 0, 0, {}]]], "shared_object_id": 273, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 96}}, "shared_object_id": 956}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 96]}}2

�
{/root.layer_with_weights-0.layer_with_weights-58"_tf_keras_layer*�	{"name": "batch_normalization_214", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 274}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 275}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 276}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 277}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_214", 0, 0, {}]]], "shared_object_id": 278, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 957}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 384]}}2

�
|/root.layer_with_weights-0.layer_with_weights-59"_tf_keras_layer*�	{"name": "batch_normalization_217", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "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": {}, "shared_object_id": 279}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 280}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 281}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 282}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_217", 0, 0, {}]]], "shared_object_id": 283, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 96}}, "shared_object_id": 958}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 96]}}2

�}"root.layer_with_weights-0.layer-97"_tf_keras_layer*�{"name": "activation_214", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_214", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_214", 0, 0, {}]]], "shared_object_id": 284, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 384]}}2

�~"root.layer_with_weights-0.layer-98"_tf_keras_layer*�{"name": "activation_217", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_217", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_217", 0, 0, {}]]], "shared_object_id": 285, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 96]}}2

�"root.layer_with_weights-0.layer-99"_tf_keras_layer*�{"name": "max_pooling2d_10", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_10", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["mixed2", 0, 0, {}]]], "shared_object_id": 286, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 959}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 288]}}2

��
#root.layer_with_weights-0.layer-100"_tf_keras_layer*�{"name": "mixed3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "mixed3", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_214", 0, 0, {}], ["activation_217", 0, 0, {}], ["max_pooling2d_10", 0, 0, {}]]], "shared_object_id": 287, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 12, 12, 384]}, {"class_name": "TensorShape", "items": [null, 12, 12, 96]}, {"class_name": "TensorShape", "items": [null, 12, 12, 288]}]}2

�
�
/root.layer_with_weights-0.layer_with_weights-60"_tf_keras_layer*�
{"name": "conv2d_222", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_222", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 288}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 289}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed3", 0, 0, {}]]], "shared_object_id": 290, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 960}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-61"_tf_keras_layer*�	{"name": "batch_normalization_222", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_222", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 291}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 292}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 293}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 294}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_222", 0, 0, {}]]], "shared_object_id": 295, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 961}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

��
#root.layer_with_weights-0.layer-103"_tf_keras_layer*�{"name": "activation_222", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_222", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_222", 0, 0, {}]]], "shared_object_id": 296, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-62"_tf_keras_layer*�
{"name": "conv2d_223", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_223", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 297}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 298}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_222", 0, 0, {}]]], "shared_object_id": 299, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 962}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-63"_tf_keras_layer*�	{"name": "batch_normalization_223", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_223", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 300}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 301}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 302}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 303}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_223", 0, 0, {}]]], "shared_object_id": 304, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 963}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

��
#root.layer_with_weights-0.layer-106"_tf_keras_layer*�{"name": "activation_223", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_223", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_223", 0, 0, {}]]], "shared_object_id": 305, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-64"_tf_keras_layer*�
{"name": "conv2d_219", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_219", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 306}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 307}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed3", 0, 0, {}]]], "shared_object_id": 308, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 964}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-65"_tf_keras_layer*�
{"name": "conv2d_224", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_224", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 309}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 310}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_223", 0, 0, {}]]], "shared_object_id": 311, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 965}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-66"_tf_keras_layer*�	{"name": "batch_normalization_219", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_219", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 312}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 313}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 314}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 315}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_219", 0, 0, {}]]], "shared_object_id": 316, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 966}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-67"_tf_keras_layer*�	{"name": "batch_normalization_224", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_224", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 317}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 318}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 319}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 320}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_224", 0, 0, {}]]], "shared_object_id": 321, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 967}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

��
#root.layer_with_weights-0.layer-111"_tf_keras_layer*�{"name": "activation_219", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_219", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_219", 0, 0, {}]]], "shared_object_id": 322, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

��
#root.layer_with_weights-0.layer-112"_tf_keras_layer*�{"name": "activation_224", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_224", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_224", 0, 0, {}]]], "shared_object_id": 323, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-68"_tf_keras_layer*�
{"name": "conv2d_220", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_220", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 324}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 325}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_219", 0, 0, {}]]], "shared_object_id": 326, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 968}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-69"_tf_keras_layer*�
{"name": "conv2d_225", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_225", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 327}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 328}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_224", 0, 0, {}]]], "shared_object_id": 329, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 969}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-70"_tf_keras_layer*�	{"name": "batch_normalization_220", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_220", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 330}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 331}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 332}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 333}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_220", 0, 0, {}]]], "shared_object_id": 334, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 970}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-71"_tf_keras_layer*�	{"name": "batch_normalization_225", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_225", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 335}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 336}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 337}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 338}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_225", 0, 0, {}]]], "shared_object_id": 339, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 971}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

��
#root.layer_with_weights-0.layer-117"_tf_keras_layer*�{"name": "activation_220", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_220", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_220", 0, 0, {}]]], "shared_object_id": 340, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

��
#root.layer_with_weights-0.layer-118"_tf_keras_layer*�{"name": "activation_225", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_225", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_225", 0, 0, {}]]], "shared_object_id": 341, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

��
#root.layer_with_weights-0.layer-119"_tf_keras_layer*�{"name": "average_pooling2d_21", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_21", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["mixed3", 0, 0, {}]]], "shared_object_id": 342, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 972}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-72"_tf_keras_layer*�
{"name": "conv2d_218", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_218", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 343}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 344}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed3", 0, 0, {}]]], "shared_object_id": 345, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 973}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-73"_tf_keras_layer*�
{"name": "conv2d_221", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_221", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 346}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 347}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_220", 0, 0, {}]]], "shared_object_id": 348, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 974}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-74"_tf_keras_layer*�
{"name": "conv2d_226", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_226", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 349}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 350}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_225", 0, 0, {}]]], "shared_object_id": 351, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 975}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 128]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-75"_tf_keras_layer*�
{"name": "conv2d_227", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_227", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 352}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 353}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["average_pooling2d_21", 0, 0, {}]]], "shared_object_id": 354, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 976}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-76"_tf_keras_layer*�	{"name": "batch_normalization_218", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_218", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 355}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 356}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 357}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 358}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_218", 0, 0, {}]]], "shared_object_id": 359, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 977}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-77"_tf_keras_layer*�	{"name": "batch_normalization_221", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_221", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 360}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 361}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 362}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 363}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_221", 0, 0, {}]]], "shared_object_id": 364, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 978}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-78"_tf_keras_layer*�	{"name": "batch_normalization_226", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_226", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 365}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 366}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 367}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 368}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_226", 0, 0, {}]]], "shared_object_id": 369, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 979}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-79"_tf_keras_layer*�	{"name": "batch_normalization_227", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_227", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 370}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 371}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 372}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 373}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_227", 0, 0, {}]]], "shared_object_id": 374, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 980}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-128"_tf_keras_layer*�{"name": "activation_218", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_218", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_218", 0, 0, {}]]], "shared_object_id": 375, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-129"_tf_keras_layer*�{"name": "activation_221", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_221", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_221", 0, 0, {}]]], "shared_object_id": 376, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-130"_tf_keras_layer*�{"name": "activation_226", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_226", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_226", 0, 0, {}]]], "shared_object_id": 377, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-131"_tf_keras_layer*�{"name": "activation_227", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_227", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_227", 0, 0, {}]]], "shared_object_id": 378, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-132"_tf_keras_layer*�{"name": "mixed4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "mixed4", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_218", 0, 0, {}], ["activation_221", 0, 0, {}], ["activation_226", 0, 0, {}], ["activation_227", 0, 0, {}]]], "shared_object_id": 379, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}]}2

�
�
/root.layer_with_weights-0.layer_with_weights-80"_tf_keras_layer*�
{"name": "conv2d_232", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_232", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 380}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 381}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed4", 0, 0, {}]]], "shared_object_id": 382, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 981}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-81"_tf_keras_layer*�	{"name": "batch_normalization_232", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_232", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 383}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 384}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 385}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 386}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_232", 0, 0, {}]]], "shared_object_id": 387, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 982}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
#root.layer_with_weights-0.layer-135"_tf_keras_layer*�{"name": "activation_232", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_232", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_232", 0, 0, {}]]], "shared_object_id": 388, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-82"_tf_keras_layer*�
{"name": "conv2d_233", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_233", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 389}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 390}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_232", 0, 0, {}]]], "shared_object_id": 391, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 983}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-83"_tf_keras_layer*�	{"name": "batch_normalization_233", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_233", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 392}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 393}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 394}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 395}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_233", 0, 0, {}]]], "shared_object_id": 396, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 984}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
#root.layer_with_weights-0.layer-138"_tf_keras_layer*�{"name": "activation_233", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_233", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_233", 0, 0, {}]]], "shared_object_id": 397, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-84"_tf_keras_layer*�
{"name": "conv2d_229", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_229", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 398}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 399}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed4", 0, 0, {}]]], "shared_object_id": 400, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 985}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-85"_tf_keras_layer*�
{"name": "conv2d_234", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_234", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 401}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 402}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_233", 0, 0, {}]]], "shared_object_id": 403, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 986}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-86"_tf_keras_layer*�	{"name": "batch_normalization_229", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_229", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 404}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 405}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 406}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 407}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_229", 0, 0, {}]]], "shared_object_id": 408, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 987}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-87"_tf_keras_layer*�	{"name": "batch_normalization_234", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_234", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 409}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 410}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 411}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 412}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_234", 0, 0, {}]]], "shared_object_id": 413, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 988}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
#root.layer_with_weights-0.layer-143"_tf_keras_layer*�{"name": "activation_229", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_229", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_229", 0, 0, {}]]], "shared_object_id": 414, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
#root.layer_with_weights-0.layer-144"_tf_keras_layer*�{"name": "activation_234", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_234", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_234", 0, 0, {}]]], "shared_object_id": 415, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-88"_tf_keras_layer*�
{"name": "conv2d_230", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_230", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 416}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 417}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_229", 0, 0, {}]]], "shared_object_id": 418, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 989}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-89"_tf_keras_layer*�
{"name": "conv2d_235", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_235", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 419}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 420}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_234", 0, 0, {}]]], "shared_object_id": 421, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 990}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-90"_tf_keras_layer*�	{"name": "batch_normalization_230", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_230", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 422}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 423}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 424}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 425}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_230", 0, 0, {}]]], "shared_object_id": 426, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 991}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-91"_tf_keras_layer*�	{"name": "batch_normalization_235", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_235", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 427}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 428}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 429}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 430}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_235", 0, 0, {}]]], "shared_object_id": 431, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 992}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
#root.layer_with_weights-0.layer-149"_tf_keras_layer*�{"name": "activation_230", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_230", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_230", 0, 0, {}]]], "shared_object_id": 432, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
#root.layer_with_weights-0.layer-150"_tf_keras_layer*�{"name": "activation_235", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_235", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_235", 0, 0, {}]]], "shared_object_id": 433, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
#root.layer_with_weights-0.layer-151"_tf_keras_layer*�{"name": "average_pooling2d_22", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_22", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["mixed4", 0, 0, {}]]], "shared_object_id": 434, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 993}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-92"_tf_keras_layer*�
{"name": "conv2d_228", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_228", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 435}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 436}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed4", 0, 0, {}]]], "shared_object_id": 437, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 994}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-93"_tf_keras_layer*�
{"name": "conv2d_231", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_231", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 438}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 439}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_230", 0, 0, {}]]], "shared_object_id": 440, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 995}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-94"_tf_keras_layer*�
{"name": "conv2d_236", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_236", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 441}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 442}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_235", 0, 0, {}]]], "shared_object_id": 443, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 996}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-95"_tf_keras_layer*�
{"name": "conv2d_237", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_237", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 444}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 445}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["average_pooling2d_22", 0, 0, {}]]], "shared_object_id": 446, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 997}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-96"_tf_keras_layer*�	{"name": "batch_normalization_228", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_228", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 447}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 448}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 449}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 450}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_228", 0, 0, {}]]], "shared_object_id": 451, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 998}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-97"_tf_keras_layer*�	{"name": "batch_normalization_231", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_231", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 452}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 453}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 454}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 455}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_231", 0, 0, {}]]], "shared_object_id": 456, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 999}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-98"_tf_keras_layer*�	{"name": "batch_normalization_236", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_236", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 457}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 458}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 459}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 460}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_236", 0, 0, {}]]], "shared_object_id": 461, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1000}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
/root.layer_with_weights-0.layer_with_weights-99"_tf_keras_layer*�	{"name": "batch_normalization_237", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_237", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 462}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 463}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 464}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 465}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_237", 0, 0, {}]]], "shared_object_id": 466, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1001}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-160"_tf_keras_layer*�{"name": "activation_228", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_228", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_228", 0, 0, {}]]], "shared_object_id": 467, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-161"_tf_keras_layer*�{"name": "activation_231", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_231", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_231", 0, 0, {}]]], "shared_object_id": 468, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-162"_tf_keras_layer*�{"name": "activation_236", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_236", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_236", 0, 0, {}]]], "shared_object_id": 469, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-163"_tf_keras_layer*�{"name": "activation_237", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_237", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_237", 0, 0, {}]]], "shared_object_id": 470, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-164"_tf_keras_layer*�{"name": "mixed5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "mixed5", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_228", 0, 0, {}], ["activation_231", 0, 0, {}], ["activation_236", 0, 0, {}], ["activation_237", 0, 0, {}]]], "shared_object_id": 471, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}]}2

�
�
0root.layer_with_weights-0.layer_with_weights-100"_tf_keras_layer*�
{"name": "conv2d_242", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_242", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 472}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 473}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed5", 0, 0, {}]]], "shared_object_id": 474, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 1002}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-101"_tf_keras_layer*�	{"name": "batch_normalization_242", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_242", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 475}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 476}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 477}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 478}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_242", 0, 0, {}]]], "shared_object_id": 479, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 1003}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
#root.layer_with_weights-0.layer-167"_tf_keras_layer*�{"name": "activation_242", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_242", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_242", 0, 0, {}]]], "shared_object_id": 480, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-102"_tf_keras_layer*�
{"name": "conv2d_243", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_243", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 481}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 482}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_242", 0, 0, {}]]], "shared_object_id": 483, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 1004}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-103"_tf_keras_layer*�	{"name": "batch_normalization_243", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_243", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 484}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 485}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 486}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 487}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_243", 0, 0, {}]]], "shared_object_id": 488, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 1005}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
#root.layer_with_weights-0.layer-170"_tf_keras_layer*�{"name": "activation_243", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_243", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_243", 0, 0, {}]]], "shared_object_id": 489, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-104"_tf_keras_layer*�
{"name": "conv2d_239", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_239", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 490}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 491}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed5", 0, 0, {}]]], "shared_object_id": 492, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 1006}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-105"_tf_keras_layer*�
{"name": "conv2d_244", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_244", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 493}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 494}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_243", 0, 0, {}]]], "shared_object_id": 495, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 1007}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-106"_tf_keras_layer*�	{"name": "batch_normalization_239", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_239", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 496}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 497}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 498}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 499}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_239", 0, 0, {}]]], "shared_object_id": 500, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 1008}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-107"_tf_keras_layer*�	{"name": "batch_normalization_244", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_244", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 501}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 502}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 503}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 504}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_244", 0, 0, {}]]], "shared_object_id": 505, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 1009}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
#root.layer_with_weights-0.layer-175"_tf_keras_layer*�{"name": "activation_239", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_239", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_239", 0, 0, {}]]], "shared_object_id": 506, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
#root.layer_with_weights-0.layer-176"_tf_keras_layer*�{"name": "activation_244", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_244", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_244", 0, 0, {}]]], "shared_object_id": 507, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-108"_tf_keras_layer*�
{"name": "conv2d_240", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_240", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 508}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 509}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_239", 0, 0, {}]]], "shared_object_id": 510, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 1010}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-109"_tf_keras_layer*�
{"name": "conv2d_245", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_245", "trainable": true, "dtype": "float32", "filters": 160, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 511}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 512}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_244", 0, 0, {}]]], "shared_object_id": 513, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 1011}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-110"_tf_keras_layer*�	{"name": "batch_normalization_240", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_240", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 514}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 515}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 516}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 517}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_240", 0, 0, {}]]], "shared_object_id": 518, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 1012}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-111"_tf_keras_layer*�	{"name": "batch_normalization_245", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_245", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 519}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 520}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 521}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 522}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_245", 0, 0, {}]]], "shared_object_id": 523, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 1013}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
#root.layer_with_weights-0.layer-181"_tf_keras_layer*�{"name": "activation_240", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_240", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_240", 0, 0, {}]]], "shared_object_id": 524, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
#root.layer_with_weights-0.layer-182"_tf_keras_layer*�{"name": "activation_245", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_245", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_245", 0, 0, {}]]], "shared_object_id": 525, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

��
#root.layer_with_weights-0.layer-183"_tf_keras_layer*�{"name": "average_pooling2d_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_23", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["mixed5", 0, 0, {}]]], "shared_object_id": 526, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 1014}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-112"_tf_keras_layer*�
{"name": "conv2d_238", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_238", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 527}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 528}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed5", 0, 0, {}]]], "shared_object_id": 529, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 1015}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-113"_tf_keras_layer*�
{"name": "conv2d_241", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_241", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 530}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 531}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_240", 0, 0, {}]]], "shared_object_id": 532, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 1016}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-114"_tf_keras_layer*�
{"name": "conv2d_246", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_246", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 533}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 534}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_245", 0, 0, {}]]], "shared_object_id": 535, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 1017}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 160]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-115"_tf_keras_layer*�
{"name": "conv2d_247", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_247", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 536}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 537}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["average_pooling2d_23", 0, 0, {}]]], "shared_object_id": 538, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 1018}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-116"_tf_keras_layer*�	{"name": "batch_normalization_238", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_238", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 539}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 540}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 541}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 542}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_238", 0, 0, {}]]], "shared_object_id": 543, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1019}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-117"_tf_keras_layer*�	{"name": "batch_normalization_241", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_241", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 544}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 545}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 546}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 547}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_241", 0, 0, {}]]], "shared_object_id": 548, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1020}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-118"_tf_keras_layer*�	{"name": "batch_normalization_246", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_246", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 549}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 550}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 551}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 552}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_246", 0, 0, {}]]], "shared_object_id": 553, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1021}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-119"_tf_keras_layer*�	{"name": "batch_normalization_247", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_247", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 554}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 555}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 556}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 557}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_247", 0, 0, {}]]], "shared_object_id": 558, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1022}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-192"_tf_keras_layer*�{"name": "activation_238", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_238", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_238", 0, 0, {}]]], "shared_object_id": 559, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-193"_tf_keras_layer*�{"name": "activation_241", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_241", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_241", 0, 0, {}]]], "shared_object_id": 560, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-194"_tf_keras_layer*�{"name": "activation_246", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_246", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_246", 0, 0, {}]]], "shared_object_id": 561, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-195"_tf_keras_layer*�{"name": "activation_247", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_247", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_247", 0, 0, {}]]], "shared_object_id": 562, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-196"_tf_keras_layer*�{"name": "mixed6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "mixed6", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_238", 0, 0, {}], ["activation_241", 0, 0, {}], ["activation_246", 0, 0, {}], ["activation_247", 0, 0, {}]]], "shared_object_id": 563, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}]}2

�
�
0root.layer_with_weights-0.layer_with_weights-120"_tf_keras_layer*�
{"name": "conv2d_252", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_252", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 564}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 565}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed6", 0, 0, {}]]], "shared_object_id": 566, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 1023}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-121"_tf_keras_layer*�	{"name": "batch_normalization_252", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_252", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 567}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 568}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 569}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 570}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_252", 0, 0, {}]]], "shared_object_id": 571, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1024}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-199"_tf_keras_layer*�{"name": "activation_252", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_252", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_252", 0, 0, {}]]], "shared_object_id": 572, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-122"_tf_keras_layer*�
{"name": "conv2d_253", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_253", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 573}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 574}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_252", 0, 0, {}]]], "shared_object_id": 575, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 1025}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-123"_tf_keras_layer*�	{"name": "batch_normalization_253", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_253", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 576}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 577}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 578}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 579}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_253", 0, 0, {}]]], "shared_object_id": 580, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1026}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-202"_tf_keras_layer*�{"name": "activation_253", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_253", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_253", 0, 0, {}]]], "shared_object_id": 581, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-124"_tf_keras_layer*�
{"name": "conv2d_249", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_249", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 582}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 583}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed6", 0, 0, {}]]], "shared_object_id": 584, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 1027}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-125"_tf_keras_layer*�
{"name": "conv2d_254", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_254", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 585}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 586}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_253", 0, 0, {}]]], "shared_object_id": 587, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 1028}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-126"_tf_keras_layer*�	{"name": "batch_normalization_249", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_249", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 588}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 589}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 590}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 591}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_249", 0, 0, {}]]], "shared_object_id": 592, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1029}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-127"_tf_keras_layer*�	{"name": "batch_normalization_254", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_254", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 593}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 594}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 595}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 596}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_254", 0, 0, {}]]], "shared_object_id": 597, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1030}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-207"_tf_keras_layer*�{"name": "activation_249", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_249", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_249", 0, 0, {}]]], "shared_object_id": 598, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-208"_tf_keras_layer*�{"name": "activation_254", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_254", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_254", 0, 0, {}]]], "shared_object_id": 599, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-128"_tf_keras_layer*�
{"name": "conv2d_250", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_250", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 600}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 601}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_249", 0, 0, {}]]], "shared_object_id": 602, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 1031}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-129"_tf_keras_layer*�
{"name": "conv2d_255", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_255", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 603}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 604}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_254", 0, 0, {}]]], "shared_object_id": 605, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 1032}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-130"_tf_keras_layer*�	{"name": "batch_normalization_250", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_250", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 606}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 607}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 608}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 609}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_250", 0, 0, {}]]], "shared_object_id": 610, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1033}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-131"_tf_keras_layer*�	{"name": "batch_normalization_255", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_255", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 611}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 612}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 613}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 614}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_255", 0, 0, {}]]], "shared_object_id": 615, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1034}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-213"_tf_keras_layer*�{"name": "activation_250", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_250", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_250", 0, 0, {}]]], "shared_object_id": 616, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-214"_tf_keras_layer*�{"name": "activation_255", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_255", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_255", 0, 0, {}]]], "shared_object_id": 617, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-215"_tf_keras_layer*�{"name": "average_pooling2d_24", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_24", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["mixed6", 0, 0, {}]]], "shared_object_id": 618, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 1035}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-132"_tf_keras_layer*�
{"name": "conv2d_248", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_248", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 619}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 620}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed6", 0, 0, {}]]], "shared_object_id": 621, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 1036}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-133"_tf_keras_layer*�
{"name": "conv2d_251", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_251", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 622}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 623}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_250", 0, 0, {}]]], "shared_object_id": 624, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 1037}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-134"_tf_keras_layer*�
{"name": "conv2d_256", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_256", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 625}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 626}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_255", 0, 0, {}]]], "shared_object_id": 627, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 1038}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-135"_tf_keras_layer*�
{"name": "conv2d_257", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_257", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 628}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 629}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["average_pooling2d_24", 0, 0, {}]]], "shared_object_id": 630, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 1039}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-136"_tf_keras_layer*�	{"name": "batch_normalization_248", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_248", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 631}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 632}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 633}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 634}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_248", 0, 0, {}]]], "shared_object_id": 635, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1040}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-137"_tf_keras_layer*�	{"name": "batch_normalization_251", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_251", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 636}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 637}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 638}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 639}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_251", 0, 0, {}]]], "shared_object_id": 640, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1041}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-138"_tf_keras_layer*�	{"name": "batch_normalization_256", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_256", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 641}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 642}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 643}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 644}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_256", 0, 0, {}]]], "shared_object_id": 645, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1042}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�
0root.layer_with_weights-0.layer_with_weights-139"_tf_keras_layer*�	{"name": "batch_normalization_257", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_257", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 646}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 647}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 648}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 649}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_257", 0, 0, {}]]], "shared_object_id": 650, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1043}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-224"_tf_keras_layer*�{"name": "activation_248", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_248", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_248", 0, 0, {}]]], "shared_object_id": 651, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-225"_tf_keras_layer*�{"name": "activation_251", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_251", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_251", 0, 0, {}]]], "shared_object_id": 652, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-226"_tf_keras_layer*�{"name": "activation_256", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_256", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_256", 0, 0, {}]]], "shared_object_id": 653, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��
#root.layer_with_weights-0.layer-227"_tf_keras_layer*�{"name": "activation_257", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_257", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_257", 0, 0, {}]]], "shared_object_id": 654, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��#root.layer_with_weights-0.layer-228"_tf_keras_layer*�{"name": "mixed7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "mixed7", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_248", 0, 0, {}], ["activation_251", 0, 0, {}], ["activation_256", 0, 0, {}], ["activation_257", 0, 0, {}]]], "shared_object_id": 655, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}, {"class_name": "TensorShape", "items": [null, 12, 12, 192]}]}2

�
�0root.layer_with_weights-0.layer_with_weights-140"_tf_keras_layer*�
{"name": "conv2d_260", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_260", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 656}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 657}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed7", 0, 0, {}]]], "shared_object_id": 658, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 1044}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�0root.layer_with_weights-0.layer_with_weights-141"_tf_keras_layer*�	{"name": "batch_normalization_260", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_260", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 659}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 660}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 661}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 662}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_260", 0, 0, {}]]], "shared_object_id": 663, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1045}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��#root.layer_with_weights-0.layer-231"_tf_keras_layer*�{"name": "activation_260", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_260", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_260", 0, 0, {}]]], "shared_object_id": 664, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�0root.layer_with_weights-0.layer_with_weights-142"_tf_keras_layer*�
{"name": "conv2d_261", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_261", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 7]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 665}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 666}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_260", 0, 0, {}]]], "shared_object_id": 667, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 1046}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�0root.layer_with_weights-0.layer_with_weights-143"_tf_keras_layer*�	{"name": "batch_normalization_261", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_261", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 668}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 669}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 670}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 671}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_261", 0, 0, {}]]], "shared_object_id": 672, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1047}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��#root.layer_with_weights-0.layer-234"_tf_keras_layer*�{"name": "activation_261", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_261", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_261", 0, 0, {}]]], "shared_object_id": 673, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�0root.layer_with_weights-0.layer_with_weights-144"_tf_keras_layer*�
{"name": "conv2d_258", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_258", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 674}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 675}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed7", 0, 0, {}]]], "shared_object_id": 676, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 768}}, "shared_object_id": 1048}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

�
�0root.layer_with_weights-0.layer_with_weights-145"_tf_keras_layer*�
{"name": "conv2d_262", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_262", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [7, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 677}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 678}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_261", 0, 0, {}]]], "shared_object_id": 679, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 1049}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�0root.layer_with_weights-0.layer_with_weights-146"_tf_keras_layer*�	{"name": "batch_normalization_258", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_258", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 680}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 681}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 682}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 683}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_258", 0, 0, {}]]], "shared_object_id": 684, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1050}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�0root.layer_with_weights-0.layer_with_weights-147"_tf_keras_layer*�	{"name": "batch_normalization_262", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_262", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 685}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 686}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 687}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 688}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_262", 0, 0, {}]]], "shared_object_id": 689, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1051}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��#root.layer_with_weights-0.layer-239"_tf_keras_layer*�{"name": "activation_258", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_258", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_258", 0, 0, {}]]], "shared_object_id": 690, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

��#root.layer_with_weights-0.layer-240"_tf_keras_layer*�{"name": "activation_262", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_262", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_262", 0, 0, {}]]], "shared_object_id": 691, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�0root.layer_with_weights-0.layer_with_weights-148"_tf_keras_layer*�
{"name": "conv2d_259", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_259", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 692}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 693}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_258", 0, 0, {}]]], "shared_object_id": 694, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 1052}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�0root.layer_with_weights-0.layer_with_weights-149"_tf_keras_layer*�
{"name": "conv2d_263", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_263", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 695}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 696}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_262", 0, 0, {}]]], "shared_object_id": 697, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 1053}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 192]}}2

�
�0root.layer_with_weights-0.layer_with_weights-150"_tf_keras_layer*�	{"name": "batch_normalization_259", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_259", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 698}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 699}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 700}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 701}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_259", 0, 0, {}]]], "shared_object_id": 702, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 320}}, "shared_object_id": 1054}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 320]}}2

�
�0root.layer_with_weights-0.layer_with_weights-151"_tf_keras_layer*�	{"name": "batch_normalization_263", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_263", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 703}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 704}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 705}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 706}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_263", 0, 0, {}]]], "shared_object_id": 707, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1055}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 192]}}2

��#root.layer_with_weights-0.layer-245"_tf_keras_layer*�{"name": "activation_259", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_259", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_259", 0, 0, {}]]], "shared_object_id": 708, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 320]}}2

��#root.layer_with_weights-0.layer-246"_tf_keras_layer*�{"name": "activation_263", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_263", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_263", 0, 0, {}]]], "shared_object_id": 709, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 192]}}2

��#root.layer_with_weights-0.layer-247"_tf_keras_layer*�{"name": "max_pooling2d_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_11", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["mixed7", 0, 0, {}]]], "shared_object_id": 710, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 1056}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 12, 12, 768]}}2

��#root.layer_with_weights-0.layer-248"_tf_keras_layer*�{"name": "mixed8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "mixed8", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_259", 0, 0, {}], ["activation_263", 0, 0, {}], ["max_pooling2d_11", 0, 0, {}]]], "shared_object_id": 711, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 320]}, {"class_name": "TensorShape", "items": [null, 5, 5, 192]}, {"class_name": "TensorShape", "items": [null, 5, 5, 768]}]}2

�
�0root.layer_with_weights-0.layer_with_weights-152"_tf_keras_layer*�
{"name": "conv2d_268", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_268", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 712}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 713}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed8", 0, 0, {}]]], "shared_object_id": 714, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1280}}, "shared_object_id": 1057}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1280]}}2

�
�0root.layer_with_weights-0.layer_with_weights-153"_tf_keras_layer*�	{"name": "batch_normalization_268", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_268", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 715}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 716}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 717}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 718}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_268", 0, 0, {}]]], "shared_object_id": 719, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 448}}, "shared_object_id": 1058}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 448]}}2

��#root.layer_with_weights-0.layer-251"_tf_keras_layer*�{"name": "activation_268", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_268", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_268", 0, 0, {}]]], "shared_object_id": 720, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 448]}}2

�
�0root.layer_with_weights-0.layer_with_weights-154"_tf_keras_layer*�
{"name": "conv2d_265", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_265", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 721}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 722}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed8", 0, 0, {}]]], "shared_object_id": 723, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1280}}, "shared_object_id": 1059}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1280]}}2

�
�0root.layer_with_weights-0.layer_with_weights-155"_tf_keras_layer*�
{"name": "conv2d_269", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_269", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 724}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 725}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_268", 0, 0, {}]]], "shared_object_id": 726, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 448}}, "shared_object_id": 1060}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 448]}}2

�
�0root.layer_with_weights-0.layer_with_weights-156"_tf_keras_layer*�	{"name": "batch_normalization_265", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_265", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 727}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 728}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 729}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 730}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_265", 0, 0, {}]]], "shared_object_id": 731, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1061}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�0root.layer_with_weights-0.layer_with_weights-157"_tf_keras_layer*�	{"name": "batch_normalization_269", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_269", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 732}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 733}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 734}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 735}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_269", 0, 0, {}]]], "shared_object_id": 736, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1062}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��#root.layer_with_weights-0.layer-256"_tf_keras_layer*�{"name": "activation_265", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_265", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_265", 0, 0, {}]]], "shared_object_id": 737, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��#root.layer_with_weights-0.layer-257"_tf_keras_layer*�{"name": "activation_269", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_269", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_269", 0, 0, {}]]], "shared_object_id": 738, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�0root.layer_with_weights-0.layer_with_weights-158"_tf_keras_layer*�
{"name": "conv2d_266", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_266", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 739}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 740}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_265", 0, 0, {}]]], "shared_object_id": 741, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 384}}, "shared_object_id": 1063}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�0root.layer_with_weights-0.layer_with_weights-159"_tf_keras_layer*�
{"name": "conv2d_267", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_267", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 742}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 743}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_265", 0, 0, {}]]], "shared_object_id": 744, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 384}}, "shared_object_id": 1064}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�0root.layer_with_weights-0.layer_with_weights-160"_tf_keras_layer*�
{"name": "conv2d_270", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_270", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 745}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 746}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_269", 0, 0, {}]]], "shared_object_id": 747, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 384}}, "shared_object_id": 1065}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�0root.layer_with_weights-0.layer_with_weights-161"_tf_keras_layer*�
{"name": "conv2d_271", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_271", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 748}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 749}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_269", 0, 0, {}]]], "shared_object_id": 750, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 384}}, "shared_object_id": 1066}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��#root.layer_with_weights-0.layer-262"_tf_keras_layer*�{"name": "average_pooling2d_25", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_25", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["mixed8", 0, 0, {}]]], "shared_object_id": 751, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 1067}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1280]}}2

�
�0root.layer_with_weights-0.layer_with_weights-162"_tf_keras_layer*�
{"name": "conv2d_264", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_264", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 752}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 753}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed8", 0, 0, {}]]], "shared_object_id": 754, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1280}}, "shared_object_id": 1068}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1280]}}2

�
�0root.layer_with_weights-0.layer_with_weights-163"_tf_keras_layer*�	{"name": "batch_normalization_266", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_266", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 755}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 756}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 757}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 758}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_266", 0, 0, {}]]], "shared_object_id": 759, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1069}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�0root.layer_with_weights-0.layer_with_weights-164"_tf_keras_layer*�	{"name": "batch_normalization_267", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_267", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 760}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 761}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 762}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 763}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_267", 0, 0, {}]]], "shared_object_id": 764, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1070}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�0root.layer_with_weights-0.layer_with_weights-165"_tf_keras_layer*�	{"name": "batch_normalization_270", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_270", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 765}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 766}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 767}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 768}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_270", 0, 0, {}]]], "shared_object_id": 769, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1071}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�0root.layer_with_weights-0.layer_with_weights-166"_tf_keras_layer*�	{"name": "batch_normalization_271", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_271", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 770}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 771}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 772}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 773}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_271", 0, 0, {}]]], "shared_object_id": 774, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1072}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�0root.layer_with_weights-0.layer_with_weights-167"_tf_keras_layer*�
{"name": "conv2d_272", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_272", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 775}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 776}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["average_pooling2d_25", 0, 0, {}]]], "shared_object_id": 777, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1280}}, "shared_object_id": 1073}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1280]}}2

�
�0root.layer_with_weights-0.layer_with_weights-168"_tf_keras_layer*�	{"name": "batch_normalization_264", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_264", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 778}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 779}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 780}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 781}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_264", 0, 0, {}]]], "shared_object_id": 782, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 320}}, "shared_object_id": 1074}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 320]}}2

��#root.layer_with_weights-0.layer-270"_tf_keras_layer*�{"name": "activation_266", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_266", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_266", 0, 0, {}]]], "shared_object_id": 783, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��#root.layer_with_weights-0.layer-271"_tf_keras_layer*�{"name": "activation_267", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_267", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_267", 0, 0, {}]]], "shared_object_id": 784, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��#root.layer_with_weights-0.layer-272"_tf_keras_layer*�{"name": "activation_270", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_270", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_270", 0, 0, {}]]], "shared_object_id": 785, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��#root.layer_with_weights-0.layer-273"_tf_keras_layer*�{"name": "activation_271", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_271", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_271", 0, 0, {}]]], "shared_object_id": 786, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�0root.layer_with_weights-0.layer_with_weights-169"_tf_keras_layer*�	{"name": "batch_normalization_272", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_272", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 787}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 788}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 789}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 790}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_272", 0, 0, {}]]], "shared_object_id": 791, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1075}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 192]}}2

��#root.layer_with_weights-0.layer-275"_tf_keras_layer*�{"name": "activation_264", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_264", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_264", 0, 0, {}]]], "shared_object_id": 792, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 320]}}2

��#root.layer_with_weights-0.layer-276"_tf_keras_layer*�{"name": "mixed9_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "mixed9_0", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_266", 0, 0, {}], ["activation_267", 0, 0, {}]]], "shared_object_id": 793, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 384]}, {"class_name": "TensorShape", "items": [null, 5, 5, 384]}]}2

��#root.layer_with_weights-0.layer-277"_tf_keras_layer*�{"name": "concatenate_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "concatenate_4", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_270", 0, 0, {}], ["activation_271", 0, 0, {}]]], "shared_object_id": 794, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 384]}, {"class_name": "TensorShape", "items": [null, 5, 5, 384]}]}2

��#root.layer_with_weights-0.layer-278"_tf_keras_layer*�{"name": "activation_272", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_272", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_272", 0, 0, {}]]], "shared_object_id": 795, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 192]}}2

��#root.layer_with_weights-0.layer-279"_tf_keras_layer*�{"name": "mixed9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "mixed9", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_264", 0, 0, {}], ["mixed9_0", 0, 0, {}], ["concatenate_4", 0, 0, {}], ["activation_272", 0, 0, {}]]], "shared_object_id": 796, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 320]}, {"class_name": "TensorShape", "items": [null, 5, 5, 768]}, {"class_name": "TensorShape", "items": [null, 5, 5, 768]}, {"class_name": "TensorShape", "items": [null, 5, 5, 192]}]}2

�
�0root.layer_with_weights-0.layer_with_weights-170"_tf_keras_layer*�
{"name": "conv2d_277", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_277", "trainable": true, "dtype": "float32", "filters": 448, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 797}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 798}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed9", 0, 0, {}]]], "shared_object_id": 799, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 2048}}, "shared_object_id": 1076}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 2048]}}2

�
�0root.layer_with_weights-0.layer_with_weights-171"_tf_keras_layer*�	{"name": "batch_normalization_277", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_277", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 800}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 801}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 802}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 803}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_277", 0, 0, {}]]], "shared_object_id": 804, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 448}}, "shared_object_id": 1077}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 448]}}2

��#root.layer_with_weights-0.layer-282"_tf_keras_layer*�{"name": "activation_277", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_277", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_277", 0, 0, {}]]], "shared_object_id": 805, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 448]}}2

�
�0root.layer_with_weights-0.layer_with_weights-172"_tf_keras_layer*�
{"name": "conv2d_274", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_274", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 806}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 807}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed9", 0, 0, {}]]], "shared_object_id": 808, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 2048}}, "shared_object_id": 1078}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 2048]}}2

�
�0root.layer_with_weights-0.layer_with_weights-173"_tf_keras_layer*�
{"name": "conv2d_278", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_278", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 809}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 810}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_277", 0, 0, {}]]], "shared_object_id": 811, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 448}}, "shared_object_id": 1079}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 448]}}2

�
�0root.layer_with_weights-0.layer_with_weights-174"_tf_keras_layer*�	{"name": "batch_normalization_274", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_274", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 812}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 813}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 814}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 815}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_274", 0, 0, {}]]], "shared_object_id": 816, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1080}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�0root.layer_with_weights-0.layer_with_weights-175"_tf_keras_layer*�	{"name": "batch_normalization_278", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_278", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 817}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 818}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 819}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 820}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_278", 0, 0, {}]]], "shared_object_id": 821, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1081}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��#root.layer_with_weights-0.layer-287"_tf_keras_layer*�{"name": "activation_274", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_274", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_274", 0, 0, {}]]], "shared_object_id": 822, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��#root.layer_with_weights-0.layer-288"_tf_keras_layer*�{"name": "activation_278", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_278", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_278", 0, 0, {}]]], "shared_object_id": 823, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�0root.layer_with_weights-0.layer_with_weights-176"_tf_keras_layer*�
{"name": "conv2d_275", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_275", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 824}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 825}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_274", 0, 0, {}]]], "shared_object_id": 826, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 384}}, "shared_object_id": 1082}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�0root.layer_with_weights-0.layer_with_weights-177"_tf_keras_layer*�
{"name": "conv2d_276", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_276", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 827}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 828}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_274", 0, 0, {}]]], "shared_object_id": 829, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 384}}, "shared_object_id": 1083}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�0root.layer_with_weights-0.layer_with_weights-178"_tf_keras_layer*�
{"name": "conv2d_279", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_279", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [1, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 830}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 831}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_278", 0, 0, {}]]], "shared_object_id": 832, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 384}}, "shared_object_id": 1084}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�0root.layer_with_weights-0.layer_with_weights-179"_tf_keras_layer*�
{"name": "conv2d_280", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_280", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": {"class_name": "__tuple__", "items": [3, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 833}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 834}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_278", 0, 0, {}]]], "shared_object_id": 835, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 384}}, "shared_object_id": 1085}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��#root.layer_with_weights-0.layer-293"_tf_keras_layer*�{"name": "average_pooling2d_26", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_26", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["mixed9", 0, 0, {}]]], "shared_object_id": 836, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 1086}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 2048]}}2

�
�0root.layer_with_weights-0.layer_with_weights-180"_tf_keras_layer*�
{"name": "conv2d_273", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_273", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 837}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 838}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["mixed9", 0, 0, {}]]], "shared_object_id": 839, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 2048}}, "shared_object_id": 1087}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 2048]}}2

�
�0root.layer_with_weights-0.layer_with_weights-181"_tf_keras_layer*�	{"name": "batch_normalization_275", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_275", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 840}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 841}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 842}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 843}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_275", 0, 0, {}]]], "shared_object_id": 844, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1088}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�0root.layer_with_weights-0.layer_with_weights-182"_tf_keras_layer*�	{"name": "batch_normalization_276", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_276", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 845}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 846}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 847}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 848}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_276", 0, 0, {}]]], "shared_object_id": 849, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1089}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�0root.layer_with_weights-0.layer_with_weights-183"_tf_keras_layer*�	{"name": "batch_normalization_279", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_279", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 850}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 851}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 852}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 853}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_279", 0, 0, {}]]], "shared_object_id": 854, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1090}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�0root.layer_with_weights-0.layer_with_weights-184"_tf_keras_layer*�	{"name": "batch_normalization_280", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_280", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 855}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 856}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 857}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 858}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_280", 0, 0, {}]]], "shared_object_id": 859, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 384}}, "shared_object_id": 1091}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�0root.layer_with_weights-0.layer_with_weights-185"_tf_keras_layer*�
{"name": "conv2d_281", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "conv2d_281", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 860}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 861}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["average_pooling2d_26", 0, 0, {}]]], "shared_object_id": 862, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 2048}}, "shared_object_id": 1092}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 2048]}}2

�
�0root.layer_with_weights-0.layer_with_weights-186"_tf_keras_layer*�	{"name": "batch_normalization_273", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_273", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 863}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 864}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 865}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 866}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_273", 0, 0, {}]]], "shared_object_id": 867, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 320}}, "shared_object_id": 1093}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 320]}}2

��#root.layer_with_weights-0.layer-301"_tf_keras_layer*�{"name": "activation_275", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_275", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_275", 0, 0, {}]]], "shared_object_id": 868, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��#root.layer_with_weights-0.layer-302"_tf_keras_layer*�{"name": "activation_276", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_276", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_276", 0, 0, {}]]], "shared_object_id": 869, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��#root.layer_with_weights-0.layer-303"_tf_keras_layer*�{"name": "activation_279", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_279", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_279", 0, 0, {}]]], "shared_object_id": 870, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

��#root.layer_with_weights-0.layer-304"_tf_keras_layer*�{"name": "activation_280", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_280", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_280", 0, 0, {}]]], "shared_object_id": 871, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 384]}}2

�
�0root.layer_with_weights-0.layer_with_weights-187"_tf_keras_layer*�	{"name": "batch_normalization_281", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_281", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": false, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 872}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 873}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 874}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 875}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_281", 0, 0, {}]]], "shared_object_id": 876, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 1094}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 192]}}2

��#root.layer_with_weights-0.layer-306"_tf_keras_layer*�{"name": "activation_273", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_273", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_273", 0, 0, {}]]], "shared_object_id": 877, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 320]}}2

��#root.layer_with_weights-0.layer-307"_tf_keras_layer*�{"name": "mixed9_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "mixed9_1", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_275", 0, 0, {}], ["activation_276", 0, 0, {}]]], "shared_object_id": 878, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 384]}, {"class_name": "TensorShape", "items": [null, 5, 5, 384]}]}2

��#root.layer_with_weights-0.layer-308"_tf_keras_layer*�{"name": "concatenate_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "concatenate_5", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_279", 0, 0, {}], ["activation_280", 0, 0, {}]]], "shared_object_id": 879, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 384]}, {"class_name": "TensorShape", "items": [null, 5, 5, 384]}]}2

��#root.layer_with_weights-0.layer-309"_tf_keras_layer*�{"name": "activation_281", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_281", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_281", 0, 0, {}]]], "shared_object_id": 880, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 192]}}2

��#root.layer_with_weights-0.layer-310"_tf_keras_layer*�{"name": "mixed10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "mixed10", "trainable": true, "dtype": "float32", "axis": 3}, "inbound_nodes": [[["activation_273", 0, 0, {}], ["mixed9_1", 0, 0, {}], ["concatenate_5", 0, 0, {}], ["activation_281", 0, 0, {}]]], "shared_object_id": 881, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 320]}, {"class_name": "TensorShape", "items": [null, 5, 5, 768]}, {"class_name": "TensorShape", "items": [null, 5, 5, 768]}, {"class_name": "TensorShape", "items": [null, 5, 5, 192]}]}2

�
�root.keras_api.metrics.0"_tf_keras_metric*�
{"class_name": "Mean", "name": "loss", "dtype": "float32", "config": {"name": "loss", "dtype": "float32"}, "shared_object_id": 1095}2

�
�root.keras_api.metrics.1"_tf_keras_metric*�
{"class_name": "MeanMetricWrapper", "name": "accuracy", "dtype": "float32", "config": {"name": "accuracy", "dtype": "float32", "fn": "sparse_categorical_accuracy"}, "shared_object_id": 890}2