origin_resnet101.json

{"class_name": "Model", "config": {"name": "resnet101", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 224, 224, 3], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_3"}, "name": "input_3", "inbound_nodes": []}, {"class_name": "ZeroPadding2D", "config": {"name": "conv1_pad", "trainable": true, "dtype": "float32", "padding": [[3, 3], [3, 3]], "data_format": "channels_last"}, "name": "conv1_pad", "inbound_nodes": [[["input_3", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv1_conv", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": [7, 7], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv1_conv", "inbound_nodes": [[["conv1_pad", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv1_bn", "inbound_nodes": [[["conv1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv1_relu", "inbound_nodes": [[["conv1_bn", 0, 0, {}]]]}, {"class_name": "ZeroPadding2D", "config": {"name": "pool1_pad", "trainable": true, "dtype": "float32", "padding": [[1, 1], [1, 1]], "data_format": "channels_last"}, "name": "pool1_pad", "inbound_nodes": [[["conv1_relu", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "pool1_pool", "trainable": true, "dtype": "float32", "pool_size": [3, 3], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}, "name": "pool1_pool", "inbound_nodes": [[["pool1_pad", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2_block1_1_conv", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv2_block1_1_conv", "inbound_nodes": [[["pool1_pool", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv2_block1_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv2_block1_1_bn", "inbound_nodes": [[["conv2_block1_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv2_block1_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv2_block1_1_relu", "inbound_nodes": [[["conv2_block1_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2_block1_2_conv", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv2_block1_2_conv", "inbound_nodes": [[["conv2_block1_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv2_block1_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv2_block1_2_bn", "inbound_nodes": [[["conv2_block1_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv2_block1_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv2_block1_2_relu", "inbound_nodes": [[["conv2_block1_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2_block1_0_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv2_block1_0_conv", "inbound_nodes": [[["pool1_pool", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2_block1_3_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv2_block1_3_conv", "inbound_nodes": [[["conv2_block1_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv2_block1_0_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv2_block1_0_bn", "inbound_nodes": [[["conv2_block1_0_conv", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv2_block1_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv2_block1_3_bn", "inbound_nodes": [[["conv2_block1_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv2_block1_add", "trainable": true, "dtype": "float32"}, "name": "conv2_block1_add", "inbound_nodes": [[["conv2_block1_0_bn", 0, 0, {}], ["conv2_block1_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv2_block1_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv2_block1_out", "inbound_nodes": [[["conv2_block1_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2_block2_1_conv", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv2_block2_1_conv", "inbound_nodes": [[["conv2_block1_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv2_block2_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv2_block2_1_bn", "inbound_nodes": [[["conv2_block2_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv2_block2_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv2_block2_1_relu", "inbound_nodes": [[["conv2_block2_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2_block2_2_conv", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv2_block2_2_conv", "inbound_nodes": [[["conv2_block2_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv2_block2_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv2_block2_2_bn", "inbound_nodes": [[["conv2_block2_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv2_block2_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv2_block2_2_relu", "inbound_nodes": [[["conv2_block2_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2_block2_3_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv2_block2_3_conv", "inbound_nodes": [[["conv2_block2_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv2_block2_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv2_block2_3_bn", "inbound_nodes": [[["conv2_block2_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv2_block2_add", "trainable": true, "dtype": "float32"}, "name": "conv2_block2_add", "inbound_nodes": [[["conv2_block1_out", 0, 0, {}], ["conv2_block2_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv2_block2_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv2_block2_out", "inbound_nodes": [[["conv2_block2_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2_block3_1_conv", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv2_block3_1_conv", "inbound_nodes": [[["conv2_block2_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv2_block3_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv2_block3_1_bn", "inbound_nodes": [[["conv2_block3_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv2_block3_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv2_block3_1_relu", "inbound_nodes": [[["conv2_block3_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2_block3_2_conv", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv2_block3_2_conv", "inbound_nodes": [[["conv2_block3_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv2_block3_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv2_block3_2_bn", "inbound_nodes": [[["conv2_block3_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv2_block3_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv2_block3_2_relu", "inbound_nodes": [[["conv2_block3_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv2_block3_3_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv2_block3_3_conv", "inbound_nodes": [[["conv2_block3_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv2_block3_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv2_block3_3_bn", "inbound_nodes": [[["conv2_block3_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv2_block3_add", "trainable": true, "dtype": "float32"}, "name": "conv2_block3_add", "inbound_nodes": [[["conv2_block2_out", 0, 0, {}], ["conv2_block3_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv2_block3_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv2_block3_out", "inbound_nodes": [[["conv2_block3_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv3_block1_1_conv", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv3_block1_1_conv", "inbound_nodes": [[["conv2_block3_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv3_block1_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv3_block1_1_bn", "inbound_nodes": [[["conv3_block1_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv3_block1_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv3_block1_1_relu", "inbound_nodes": [[["conv3_block1_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv3_block1_2_conv", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv3_block1_2_conv", "inbound_nodes": [[["conv3_block1_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv3_block1_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv3_block1_2_bn", "inbound_nodes": [[["conv3_block1_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv3_block1_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv3_block1_2_relu", "inbound_nodes": [[["conv3_block1_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv3_block1_0_conv", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": [1, 1], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv3_block1_0_conv", "inbound_nodes": [[["conv2_block3_out", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv3_block1_3_conv", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv3_block1_3_conv", "inbound_nodes": [[["conv3_block1_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv3_block1_0_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv3_block1_0_bn", "inbound_nodes": [[["conv3_block1_0_conv", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv3_block1_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv3_block1_3_bn", "inbound_nodes": [[["conv3_block1_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv3_block1_add", "trainable": true, "dtype": "float32"}, "name": "conv3_block1_add", "inbound_nodes": [[["conv3_block1_0_bn", 0, 0, {}], ["conv3_block1_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv3_block1_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv3_block1_out", "inbound_nodes": [[["conv3_block1_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv3_block2_1_conv", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv3_block2_1_conv", "inbound_nodes": [[["conv3_block1_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv3_block2_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv3_block2_1_bn", "inbound_nodes": [[["conv3_block2_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv3_block2_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv3_block2_1_relu", "inbound_nodes": [[["conv3_block2_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv3_block2_2_conv", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv3_block2_2_conv", "inbound_nodes": [[["conv3_block2_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv3_block2_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv3_block2_2_bn", "inbound_nodes": [[["conv3_block2_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv3_block2_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv3_block2_2_relu", "inbound_nodes": [[["conv3_block2_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv3_block2_3_conv", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv3_block2_3_conv", "inbound_nodes": [[["conv3_block2_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv3_block2_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv3_block2_3_bn", "inbound_nodes": [[["conv3_block2_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv3_block2_add", "trainable": true, "dtype": "float32"}, "name": "conv3_block2_add", "inbound_nodes": [[["conv3_block1_out", 0, 0, {}], ["conv3_block2_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv3_block2_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv3_block2_out", "inbound_nodes": [[["conv3_block2_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv3_block3_1_conv", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv3_block3_1_conv", "inbound_nodes": [[["conv3_block2_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv3_block3_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv3_block3_1_bn", "inbound_nodes": [[["conv3_block3_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv3_block3_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv3_block3_1_relu", "inbound_nodes": [[["conv3_block3_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv3_block3_2_conv", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv3_block3_2_conv", "inbound_nodes": [[["conv3_block3_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv3_block3_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv3_block3_2_bn", "inbound_nodes": [[["conv3_block3_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv3_block3_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv3_block3_2_relu", "inbound_nodes": [[["conv3_block3_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv3_block3_3_conv", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv3_block3_3_conv", "inbound_nodes": [[["conv3_block3_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv3_block3_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv3_block3_3_bn", "inbound_nodes": [[["conv3_block3_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv3_block3_add", "trainable": true, "dtype": "float32"}, "name": "conv3_block3_add", "inbound_nodes": [[["conv3_block2_out", 0, 0, {}], ["conv3_block3_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv3_block3_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv3_block3_out", "inbound_nodes": [[["conv3_block3_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv3_block4_1_conv", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv3_block4_1_conv", "inbound_nodes": [[["conv3_block3_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv3_block4_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv3_block4_1_bn", "inbound_nodes": [[["conv3_block4_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv3_block4_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv3_block4_1_relu", "inbound_nodes": [[["conv3_block4_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv3_block4_2_conv", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv3_block4_2_conv", "inbound_nodes": [[["conv3_block4_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv3_block4_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv3_block4_2_bn", "inbound_nodes": [[["conv3_block4_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv3_block4_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv3_block4_2_relu", "inbound_nodes": [[["conv3_block4_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv3_block4_3_conv", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv3_block4_3_conv", "inbound_nodes": [[["conv3_block4_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv3_block4_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv3_block4_3_bn", "inbound_nodes": [[["conv3_block4_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv3_block4_add", "trainable": true, "dtype": "float32"}, "name": "conv3_block4_add", "inbound_nodes": [[["conv3_block3_out", 0, 0, {}], ["conv3_block4_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv3_block4_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv3_block4_out", "inbound_nodes": [[["conv3_block4_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block1_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block1_1_conv", "inbound_nodes": [[["conv3_block4_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block1_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block1_1_bn", "inbound_nodes": [[["conv4_block1_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block1_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block1_1_relu", "inbound_nodes": [[["conv4_block1_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block1_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block1_2_conv", "inbound_nodes": [[["conv4_block1_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block1_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block1_2_bn", "inbound_nodes": [[["conv4_block1_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block1_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block1_2_relu", "inbound_nodes": [[["conv4_block1_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block1_0_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block1_0_conv", "inbound_nodes": [[["conv3_block4_out", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block1_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block1_3_conv", "inbound_nodes": [[["conv4_block1_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block1_0_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block1_0_bn", "inbound_nodes": [[["conv4_block1_0_conv", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block1_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block1_3_bn", "inbound_nodes": [[["conv4_block1_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block1_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block1_add", "inbound_nodes": [[["conv4_block1_0_bn", 0, 0, {}], ["conv4_block1_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block1_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block1_out", "inbound_nodes": [[["conv4_block1_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block2_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block2_1_conv", "inbound_nodes": [[["conv4_block1_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block2_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block2_1_bn", "inbound_nodes": [[["conv4_block2_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block2_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block2_1_relu", "inbound_nodes": [[["conv4_block2_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block2_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block2_2_conv", "inbound_nodes": [[["conv4_block2_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block2_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block2_2_bn", "inbound_nodes": [[["conv4_block2_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block2_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block2_2_relu", "inbound_nodes": [[["conv4_block2_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block2_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block2_3_conv", "inbound_nodes": [[["conv4_block2_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block2_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block2_3_bn", "inbound_nodes": [[["conv4_block2_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block2_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block2_add", "inbound_nodes": [[["conv4_block1_out", 0, 0, {}], ["conv4_block2_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block2_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block2_out", "inbound_nodes": [[["conv4_block2_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block3_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block3_1_conv", "inbound_nodes": [[["conv4_block2_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block3_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block3_1_bn", "inbound_nodes": [[["conv4_block3_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block3_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block3_1_relu", "inbound_nodes": [[["conv4_block3_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block3_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block3_2_conv", "inbound_nodes": [[["conv4_block3_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block3_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block3_2_bn", "inbound_nodes": [[["conv4_block3_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block3_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block3_2_relu", "inbound_nodes": [[["conv4_block3_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block3_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block3_3_conv", "inbound_nodes": [[["conv4_block3_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block3_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block3_3_bn", "inbound_nodes": [[["conv4_block3_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block3_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block3_add", "inbound_nodes": [[["conv4_block2_out", 0, 0, {}], ["conv4_block3_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block3_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block3_out", "inbound_nodes": [[["conv4_block3_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block4_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block4_1_conv", "inbound_nodes": [[["conv4_block3_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block4_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block4_1_bn", "inbound_nodes": [[["conv4_block4_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block4_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block4_1_relu", "inbound_nodes": [[["conv4_block4_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block4_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block4_2_conv", "inbound_nodes": [[["conv4_block4_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block4_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block4_2_bn", "inbound_nodes": [[["conv4_block4_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block4_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block4_2_relu", "inbound_nodes": [[["conv4_block4_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block4_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block4_3_conv", "inbound_nodes": [[["conv4_block4_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block4_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block4_3_bn", "inbound_nodes": [[["conv4_block4_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block4_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block4_add", "inbound_nodes": [[["conv4_block3_out", 0, 0, {}], ["conv4_block4_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block4_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block4_out", "inbound_nodes": [[["conv4_block4_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block5_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block5_1_conv", "inbound_nodes": [[["conv4_block4_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block5_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block5_1_bn", "inbound_nodes": [[["conv4_block5_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block5_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block5_1_relu", "inbound_nodes": [[["conv4_block5_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block5_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block5_2_conv", "inbound_nodes": [[["conv4_block5_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block5_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block5_2_bn", "inbound_nodes": [[["conv4_block5_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block5_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block5_2_relu", "inbound_nodes": [[["conv4_block5_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block5_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block5_3_conv", "inbound_nodes": [[["conv4_block5_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block5_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block5_3_bn", "inbound_nodes": [[["conv4_block5_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block5_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block5_add", "inbound_nodes": [[["conv4_block4_out", 0, 0, {}], ["conv4_block5_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block5_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block5_out", "inbound_nodes": [[["conv4_block5_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block6_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block6_1_conv", "inbound_nodes": [[["conv4_block5_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block6_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block6_1_bn", "inbound_nodes": [[["conv4_block6_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block6_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block6_1_relu", "inbound_nodes": [[["conv4_block6_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block6_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block6_2_conv", "inbound_nodes": [[["conv4_block6_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block6_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block6_2_bn", "inbound_nodes": [[["conv4_block6_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block6_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block6_2_relu", "inbound_nodes": [[["conv4_block6_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block6_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block6_3_conv", "inbound_nodes": [[["conv4_block6_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block6_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block6_3_bn", "inbound_nodes": [[["conv4_block6_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block6_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block6_add", "inbound_nodes": [[["conv4_block5_out", 0, 0, {}], ["conv4_block6_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block6_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block6_out", "inbound_nodes": [[["conv4_block6_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block7_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block7_1_conv", "inbound_nodes": [[["conv4_block6_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block7_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block7_1_bn", "inbound_nodes": [[["conv4_block7_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block7_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block7_1_relu", "inbound_nodes": [[["conv4_block7_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block7_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block7_2_conv", "inbound_nodes": [[["conv4_block7_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block7_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block7_2_bn", "inbound_nodes": [[["conv4_block7_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block7_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block7_2_relu", "inbound_nodes": [[["conv4_block7_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block7_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block7_3_conv", "inbound_nodes": [[["conv4_block7_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block7_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block7_3_bn", "inbound_nodes": [[["conv4_block7_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block7_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block7_add", "inbound_nodes": [[["conv4_block6_out", 0, 0, {}], ["conv4_block7_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block7_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block7_out", "inbound_nodes": [[["conv4_block7_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block8_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block8_1_conv", "inbound_nodes": [[["conv4_block7_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block8_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block8_1_bn", "inbound_nodes": [[["conv4_block8_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block8_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block8_1_relu", "inbound_nodes": [[["conv4_block8_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block8_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block8_2_conv", "inbound_nodes": [[["conv4_block8_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block8_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block8_2_bn", "inbound_nodes": [[["conv4_block8_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block8_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block8_2_relu", "inbound_nodes": [[["conv4_block8_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block8_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block8_3_conv", "inbound_nodes": [[["conv4_block8_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block8_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block8_3_bn", "inbound_nodes": [[["conv4_block8_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block8_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block8_add", "inbound_nodes": [[["conv4_block7_out", 0, 0, {}], ["conv4_block8_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block8_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block8_out", "inbound_nodes": [[["conv4_block8_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block9_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block9_1_conv", "inbound_nodes": [[["conv4_block8_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block9_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block9_1_bn", "inbound_nodes": [[["conv4_block9_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block9_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block9_1_relu", "inbound_nodes": [[["conv4_block9_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block9_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block9_2_conv", "inbound_nodes": [[["conv4_block9_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block9_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block9_2_bn", "inbound_nodes": [[["conv4_block9_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block9_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block9_2_relu", "inbound_nodes": [[["conv4_block9_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block9_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block9_3_conv", "inbound_nodes": [[["conv4_block9_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block9_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block9_3_bn", "inbound_nodes": [[["conv4_block9_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block9_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block9_add", "inbound_nodes": [[["conv4_block8_out", 0, 0, {}], ["conv4_block9_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block9_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block9_out", "inbound_nodes": [[["conv4_block9_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block10_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block10_1_conv", "inbound_nodes": [[["conv4_block9_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block10_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block10_1_bn", "inbound_nodes": [[["conv4_block10_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block10_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block10_1_relu", "inbound_nodes": [[["conv4_block10_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block10_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block10_2_conv", "inbound_nodes": [[["conv4_block10_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block10_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block10_2_bn", "inbound_nodes": [[["conv4_block10_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block10_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block10_2_relu", "inbound_nodes": [[["conv4_block10_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block10_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block10_3_conv", "inbound_nodes": [[["conv4_block10_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block10_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block10_3_bn", "inbound_nodes": [[["conv4_block10_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block10_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block10_add", "inbound_nodes": [[["conv4_block9_out", 0, 0, {}], ["conv4_block10_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block10_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block10_out", "inbound_nodes": [[["conv4_block10_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block11_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block11_1_conv", "inbound_nodes": [[["conv4_block10_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block11_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block11_1_bn", "inbound_nodes": [[["conv4_block11_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block11_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block11_1_relu", "inbound_nodes": [[["conv4_block11_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block11_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block11_2_conv", "inbound_nodes": [[["conv4_block11_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block11_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block11_2_bn", "inbound_nodes": [[["conv4_block11_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block11_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block11_2_relu", "inbound_nodes": [[["conv4_block11_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block11_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block11_3_conv", "inbound_nodes": [[["conv4_block11_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block11_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block11_3_bn", "inbound_nodes": [[["conv4_block11_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block11_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block11_add", "inbound_nodes": [[["conv4_block10_out", 0, 0, {}], ["conv4_block11_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block11_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block11_out", "inbound_nodes": [[["conv4_block11_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block12_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block12_1_conv", "inbound_nodes": [[["conv4_block11_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block12_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block12_1_bn", "inbound_nodes": [[["conv4_block12_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block12_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block12_1_relu", "inbound_nodes": [[["conv4_block12_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block12_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block12_2_conv", "inbound_nodes": [[["conv4_block12_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block12_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block12_2_bn", "inbound_nodes": [[["conv4_block12_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block12_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block12_2_relu", "inbound_nodes": [[["conv4_block12_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block12_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block12_3_conv", "inbound_nodes": [[["conv4_block12_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block12_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block12_3_bn", "inbound_nodes": [[["conv4_block12_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block12_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block12_add", "inbound_nodes": [[["conv4_block11_out", 0, 0, {}], ["conv4_block12_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block12_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block12_out", "inbound_nodes": [[["conv4_block12_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block13_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block13_1_conv", "inbound_nodes": [[["conv4_block12_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block13_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block13_1_bn", "inbound_nodes": [[["conv4_block13_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block13_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block13_1_relu", "inbound_nodes": [[["conv4_block13_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block13_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block13_2_conv", "inbound_nodes": [[["conv4_block13_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block13_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block13_2_bn", "inbound_nodes": [[["conv4_block13_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block13_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block13_2_relu", "inbound_nodes": [[["conv4_block13_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block13_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block13_3_conv", "inbound_nodes": [[["conv4_block13_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block13_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block13_3_bn", "inbound_nodes": [[["conv4_block13_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block13_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block13_add", "inbound_nodes": [[["conv4_block12_out", 0, 0, {}], ["conv4_block13_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block13_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block13_out", "inbound_nodes": [[["conv4_block13_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block14_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block14_1_conv", "inbound_nodes": [[["conv4_block13_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block14_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block14_1_bn", "inbound_nodes": [[["conv4_block14_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block14_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block14_1_relu", "inbound_nodes": [[["conv4_block14_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block14_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block14_2_conv", "inbound_nodes": [[["conv4_block14_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block14_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block14_2_bn", "inbound_nodes": [[["conv4_block14_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block14_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block14_2_relu", "inbound_nodes": [[["conv4_block14_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block14_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block14_3_conv", "inbound_nodes": [[["conv4_block14_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block14_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block14_3_bn", "inbound_nodes": [[["conv4_block14_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block14_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block14_add", "inbound_nodes": [[["conv4_block13_out", 0, 0, {}], ["conv4_block14_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block14_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block14_out", "inbound_nodes": [[["conv4_block14_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block15_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block15_1_conv", "inbound_nodes": [[["conv4_block14_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block15_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block15_1_bn", "inbound_nodes": [[["conv4_block15_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block15_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block15_1_relu", "inbound_nodes": [[["conv4_block15_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block15_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block15_2_conv", "inbound_nodes": [[["conv4_block15_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block15_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block15_2_bn", "inbound_nodes": [[["conv4_block15_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block15_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block15_2_relu", "inbound_nodes": [[["conv4_block15_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block15_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block15_3_conv", "inbound_nodes": [[["conv4_block15_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block15_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block15_3_bn", "inbound_nodes": [[["conv4_block15_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block15_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block15_add", "inbound_nodes": [[["conv4_block14_out", 0, 0, {}], ["conv4_block15_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block15_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block15_out", "inbound_nodes": [[["conv4_block15_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block16_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block16_1_conv", "inbound_nodes": [[["conv4_block15_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block16_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block16_1_bn", "inbound_nodes": [[["conv4_block16_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block16_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block16_1_relu", "inbound_nodes": [[["conv4_block16_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block16_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block16_2_conv", "inbound_nodes": [[["conv4_block16_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block16_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block16_2_bn", "inbound_nodes": [[["conv4_block16_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block16_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block16_2_relu", "inbound_nodes": [[["conv4_block16_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block16_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block16_3_conv", "inbound_nodes": [[["conv4_block16_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block16_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block16_3_bn", "inbound_nodes": [[["conv4_block16_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block16_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block16_add", "inbound_nodes": [[["conv4_block15_out", 0, 0, {}], ["conv4_block16_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block16_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block16_out", "inbound_nodes": [[["conv4_block16_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block17_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block17_1_conv", "inbound_nodes": [[["conv4_block16_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block17_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block17_1_bn", "inbound_nodes": [[["conv4_block17_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block17_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block17_1_relu", "inbound_nodes": [[["conv4_block17_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block17_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block17_2_conv", "inbound_nodes": [[["conv4_block17_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block17_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block17_2_bn", "inbound_nodes": [[["conv4_block17_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block17_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block17_2_relu", "inbound_nodes": [[["conv4_block17_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block17_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block17_3_conv", "inbound_nodes": [[["conv4_block17_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block17_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block17_3_bn", "inbound_nodes": [[["conv4_block17_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block17_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block17_add", "inbound_nodes": [[["conv4_block16_out", 0, 0, {}], ["conv4_block17_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block17_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block17_out", "inbound_nodes": [[["conv4_block17_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block18_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block18_1_conv", "inbound_nodes": [[["conv4_block17_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block18_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block18_1_bn", "inbound_nodes": [[["conv4_block18_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block18_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block18_1_relu", "inbound_nodes": [[["conv4_block18_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block18_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block18_2_conv", "inbound_nodes": [[["conv4_block18_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block18_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block18_2_bn", "inbound_nodes": [[["conv4_block18_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block18_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block18_2_relu", "inbound_nodes": [[["conv4_block18_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block18_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block18_3_conv", "inbound_nodes": [[["conv4_block18_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block18_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block18_3_bn", "inbound_nodes": [[["conv4_block18_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block18_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block18_add", "inbound_nodes": [[["conv4_block17_out", 0, 0, {}], ["conv4_block18_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block18_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block18_out", "inbound_nodes": [[["conv4_block18_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block19_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block19_1_conv", "inbound_nodes": [[["conv4_block18_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block19_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block19_1_bn", "inbound_nodes": [[["conv4_block19_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block19_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block19_1_relu", "inbound_nodes": [[["conv4_block19_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block19_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block19_2_conv", "inbound_nodes": [[["conv4_block19_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block19_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block19_2_bn", "inbound_nodes": [[["conv4_block19_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block19_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block19_2_relu", "inbound_nodes": [[["conv4_block19_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block19_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block19_3_conv", "inbound_nodes": [[["conv4_block19_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block19_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block19_3_bn", "inbound_nodes": [[["conv4_block19_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block19_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block19_add", "inbound_nodes": [[["conv4_block18_out", 0, 0, {}], ["conv4_block19_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block19_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block19_out", "inbound_nodes": [[["conv4_block19_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block20_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block20_1_conv", "inbound_nodes": [[["conv4_block19_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block20_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block20_1_bn", "inbound_nodes": [[["conv4_block20_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block20_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block20_1_relu", "inbound_nodes": [[["conv4_block20_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block20_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block20_2_conv", "inbound_nodes": [[["conv4_block20_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block20_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block20_2_bn", "inbound_nodes": [[["conv4_block20_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block20_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block20_2_relu", "inbound_nodes": [[["conv4_block20_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block20_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block20_3_conv", "inbound_nodes": [[["conv4_block20_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block20_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block20_3_bn", "inbound_nodes": [[["conv4_block20_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block20_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block20_add", "inbound_nodes": [[["conv4_block19_out", 0, 0, {}], ["conv4_block20_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block20_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block20_out", "inbound_nodes": [[["conv4_block20_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block21_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block21_1_conv", "inbound_nodes": [[["conv4_block20_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block21_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block21_1_bn", "inbound_nodes": [[["conv4_block21_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block21_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block21_1_relu", "inbound_nodes": [[["conv4_block21_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block21_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block21_2_conv", "inbound_nodes": [[["conv4_block21_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block21_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block21_2_bn", "inbound_nodes": [[["conv4_block21_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block21_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block21_2_relu", "inbound_nodes": [[["conv4_block21_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block21_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block21_3_conv", "inbound_nodes": [[["conv4_block21_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block21_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block21_3_bn", "inbound_nodes": [[["conv4_block21_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block21_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block21_add", "inbound_nodes": [[["conv4_block20_out", 0, 0, {}], ["conv4_block21_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block21_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block21_out", "inbound_nodes": [[["conv4_block21_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block22_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block22_1_conv", "inbound_nodes": [[["conv4_block21_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block22_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block22_1_bn", "inbound_nodes": [[["conv4_block22_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block22_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block22_1_relu", "inbound_nodes": [[["conv4_block22_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block22_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block22_2_conv", "inbound_nodes": [[["conv4_block22_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block22_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block22_2_bn", "inbound_nodes": [[["conv4_block22_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block22_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block22_2_relu", "inbound_nodes": [[["conv4_block22_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block22_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block22_3_conv", "inbound_nodes": [[["conv4_block22_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block22_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block22_3_bn", "inbound_nodes": [[["conv4_block22_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block22_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block22_add", "inbound_nodes": [[["conv4_block21_out", 0, 0, {}], ["conv4_block22_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block22_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block22_out", "inbound_nodes": [[["conv4_block22_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block23_1_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block23_1_conv", "inbound_nodes": [[["conv4_block22_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block23_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block23_1_bn", "inbound_nodes": [[["conv4_block23_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block23_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block23_1_relu", "inbound_nodes": [[["conv4_block23_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block23_2_conv", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": 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": "conv4_block23_2_conv", "inbound_nodes": [[["conv4_block23_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block23_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block23_2_bn", "inbound_nodes": [[["conv4_block23_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block23_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block23_2_relu", "inbound_nodes": [[["conv4_block23_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv4_block23_3_conv", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv4_block23_3_conv", "inbound_nodes": [[["conv4_block23_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv4_block23_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv4_block23_3_bn", "inbound_nodes": [[["conv4_block23_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv4_block23_add", "trainable": true, "dtype": "float32"}, "name": "conv4_block23_add", "inbound_nodes": [[["conv4_block22_out", 0, 0, {}], ["conv4_block23_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv4_block23_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv4_block23_out", "inbound_nodes": [[["conv4_block23_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv5_block1_1_conv", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": [1, 1], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv5_block1_1_conv", "inbound_nodes": [[["conv4_block23_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv5_block1_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv5_block1_1_bn", "inbound_nodes": [[["conv5_block1_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv5_block1_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv5_block1_1_relu", "inbound_nodes": [[["conv5_block1_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv5_block1_2_conv", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv5_block1_2_conv", "inbound_nodes": [[["conv5_block1_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv5_block1_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv5_block1_2_bn", "inbound_nodes": [[["conv5_block1_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv5_block1_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv5_block1_2_relu", "inbound_nodes": [[["conv5_block1_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv5_block1_0_conv", "trainable": true, "dtype": "float32", "filters": 2048, "kernel_size": [1, 1], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv5_block1_0_conv", "inbound_nodes": [[["conv4_block23_out", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv5_block1_3_conv", "trainable": true, "dtype": "float32", "filters": 2048, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv5_block1_3_conv", "inbound_nodes": [[["conv5_block1_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv5_block1_0_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv5_block1_0_bn", "inbound_nodes": [[["conv5_block1_0_conv", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv5_block1_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv5_block1_3_bn", "inbound_nodes": [[["conv5_block1_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv5_block1_add", "trainable": true, "dtype": "float32"}, "name": "conv5_block1_add", "inbound_nodes": [[["conv5_block1_0_bn", 0, 0, {}], ["conv5_block1_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv5_block1_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv5_block1_out", "inbound_nodes": [[["conv5_block1_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv5_block2_1_conv", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv5_block2_1_conv", "inbound_nodes": [[["conv5_block1_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv5_block2_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv5_block2_1_bn", "inbound_nodes": [[["conv5_block2_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv5_block2_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv5_block2_1_relu", "inbound_nodes": [[["conv5_block2_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv5_block2_2_conv", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv5_block2_2_conv", "inbound_nodes": [[["conv5_block2_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv5_block2_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv5_block2_2_bn", "inbound_nodes": [[["conv5_block2_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv5_block2_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv5_block2_2_relu", "inbound_nodes": [[["conv5_block2_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv5_block2_3_conv", "trainable": true, "dtype": "float32", "filters": 2048, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv5_block2_3_conv", "inbound_nodes": [[["conv5_block2_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv5_block2_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv5_block2_3_bn", "inbound_nodes": [[["conv5_block2_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv5_block2_add", "trainable": true, "dtype": "float32"}, "name": "conv5_block2_add", "inbound_nodes": [[["conv5_block1_out", 0, 0, {}], ["conv5_block2_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv5_block2_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv5_block2_out", "inbound_nodes": [[["conv5_block2_add", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv5_block3_1_conv", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv5_block3_1_conv", "inbound_nodes": [[["conv5_block2_out", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv5_block3_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv5_block3_1_bn", "inbound_nodes": [[["conv5_block3_1_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv5_block3_1_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv5_block3_1_relu", "inbound_nodes": [[["conv5_block3_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv5_block3_2_conv", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv5_block3_2_conv", "inbound_nodes": [[["conv5_block3_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv5_block3_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv5_block3_2_bn", "inbound_nodes": [[["conv5_block3_2_conv", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv5_block3_2_relu", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv5_block3_2_relu", "inbound_nodes": [[["conv5_block3_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv5_block3_3_conv", "trainable": true, "dtype": "float32", "filters": 2048, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "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": "conv5_block3_3_conv", "inbound_nodes": [[["conv5_block3_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv5_block3_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv5_block3_3_bn", "inbound_nodes": [[["conv5_block3_3_conv", 0, 0, {}]]]}, {"class_name": "Add", "config": {"name": "conv5_block3_add", "trainable": true, "dtype": "float32"}, "name": "conv5_block3_add", "inbound_nodes": [[["conv5_block2_out", 0, 0, {}], ["conv5_block3_3_bn", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "conv5_block3_out", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "conv5_block3_out", "inbound_nodes": [[["conv5_block3_add", 0, 0, {}]]]}, {"class_name": "GlobalAveragePooling2D", "config": {"name": "avg_pool", "trainable": true, "dtype": "float32", "data_format": "channels_last"}, "name": "avg_pool", "inbound_nodes": [[["conv5_block3_out", 0, 0, {}]]]}, {"class_name": "Dense", "config": {"name": "predictions", "trainable": true, "dtype": "float32", "units": 1000, "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": "predictions", "inbound_nodes": [[["avg_pool", 0, 0, {}]]]}], "input_layers": [["input_3", 0, 0]], "output_layers": [["predictions", 0, 0]]}, "keras_version": "2.3.0-tf", "backend": "tensorflow"}