imessam commited on
Commit
d5d17c7
·
1 Parent(s): ab02f86
models/CifarOrientationClassifier100 run 1.h5 → CifarOrientationClassifier100 run 1.h5 RENAMED
File without changes
config.json ADDED
@@ -0,0 +1 @@
 
 
1
+ {"name": "sequential_9", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 100, 100, 3], "dtype": "float32", "sparse": false, "ragged": false, "name": "sequential_4_input"}}, {"class_name": "Sequential", "config": {"name": "sequential_4", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 100, 100, 3], "dtype": "float32", "sparse": false, "ragged": false, "name": "resnet50_input"}}, {"class_name": "Functional", "config": {"name": "resnet50", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 100, 100, 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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": "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], "groups": 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_block6_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], "groups": 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], "groups": 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_block6_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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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], "groups": 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, {}]]]}], "input_layers": [["input_3", 0, 0]], "output_layers": [["conv5_block3_out", 0, 0]]}}, {"class_name": "GlobalAveragePooling2D", "config": {"name": "global_average_pooling2d_2", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": false}}]}}, {"class_name": "Sequential", "config": {"name": "sequential_5", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 2048], "dtype": "float32", "sparse": false, "ragged": false, "name": "dense_8_input"}}, {"class_name": "Dense", "config": {"name": "dense_8", "trainable": true, "dtype": "float32", "units": 256, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_6", "trainable": true, "dtype": "float32", "axis": [1], "momentum": 0.99, "epsilon": 0.001, "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}}, {"class_name": "Dense", "config": {"name": "dense_9", "trainable": true, "dtype": "float32", "units": 128, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_7", "trainable": true, "dtype": "float32", "axis": [1], "momentum": 0.99, "epsilon": 0.001, "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}}, {"class_name": "Dense", "config": {"name": "dense_10", "trainable": true, "dtype": "float32", "units": 64, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}, {"class_name": "BatchNormalization", "config": {"name": "batch_normalization_8", "trainable": true, "dtype": "float32", "axis": [1], "momentum": 0.99, "epsilon": 0.001, "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}}, {"class_name": "Dense", "config": {"name": "dense_11", "trainable": true, "dtype": "float32", "units": 1, "activation": "sigmoid", "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}}]}}]}