-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathcnn_model_resnet32.json
1 lines (1 loc) · 74.9 KB
/
cnn_model_resnet32.json
1
{"class_name": "Model", "config": {"name": "resnet_32", "layers": [{"name": "input_1", "class_name": "InputLayer", "config": {"batch_input_shape": [null, 50, 50, 3], "dtype": "float32", "sparse": false, "name": "input_1"}, "inbound_nodes": []}, {"name": "batch_normalization_1", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_1", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["input_1", 0, 0, {}]]]}, {"name": "conv2d_1", "class_name": "Conv2D", "config": {"name": "conv2d_1", "trainable": true, "filters": 16, "kernel_size": [5, 5], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["batch_normalization_1", 0, 0, {}]]]}, {"name": "batch_normalization_2", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_2", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_1", 0, 0, {}]]]}, {"name": "activation_1", "class_name": "Activation", "config": {"name": "activation_1", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_2", 0, 0, {}]]]}, {"name": "zero_padding2d_1", "class_name": "ZeroPadding2D", "config": {"name": "zero_padding2d_1", "trainable": true, "padding": [[1, 1], [1, 1]], "data_format": "channels_last"}, "inbound_nodes": [[["activation_1", 0, 0, {}]]]}, {"name": "max_pooling2d_1", "class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_1", "trainable": true, "pool_size": [3, 3], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}, "inbound_nodes": [[["zero_padding2d_1", 0, 0, {}]]]}, {"name": "batch_normalization_3", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_3", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["max_pooling2d_1", 0, 0, {}]]]}, {"name": "activation_2", "class_name": "Activation", "config": {"name": "activation_2", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_3", 0, 0, {}]]]}, {"name": "conv2d_2", "class_name": "Conv2D", "config": {"name": "conv2d_2", "trainable": true, "filters": 8, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_2", 0, 0, {}]]]}, {"name": "batch_normalization_4", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_4", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_2", 0, 0, {}]]]}, {"name": "activation_3", "class_name": "Activation", "config": {"name": "activation_3", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_4", 0, 0, {}]]]}, {"name": "conv2d_3", "class_name": "Conv2D", "config": {"name": "conv2d_3", "trainable": true, "filters": 8, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_3", 0, 0, {}]]]}, {"name": "batch_normalization_5", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_5", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_3", 0, 0, {}]]]}, {"name": "activation_4", "class_name": "Activation", "config": {"name": "activation_4", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_5", 0, 0, {}]]]}, {"name": "conv2d_4", "class_name": "Conv2D", "config": {"name": "conv2d_4", "trainable": true, "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_4", 0, 0, {}]]]}, {"name": "conv2d_5", "class_name": "Conv2D", "config": {"name": "conv2d_5", "trainable": true, "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_2", 0, 0, {}]]]}, {"name": "add_1", "class_name": "Add", "config": {"name": "add_1", "trainable": true}, "inbound_nodes": [[["conv2d_4", 0, 0, {}], ["conv2d_5", 0, 0, {}]]]}, {"name": "batch_normalization_6", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_6", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["add_1", 0, 0, {}]]]}, {"name": "activation_5", "class_name": "Activation", "config": {"name": "activation_5", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_6", 0, 0, {}]]]}, {"name": "conv2d_6", "class_name": "Conv2D", "config": {"name": "conv2d_6", "trainable": true, "filters": 8, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_5", 0, 0, {}]]]}, {"name": "batch_normalization_7", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_7", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_6", 0, 0, {}]]]}, {"name": "activation_6", "class_name": "Activation", "config": {"name": "activation_6", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_7", 0, 0, {}]]]}, {"name": "conv2d_7", "class_name": "Conv2D", "config": {"name": "conv2d_7", "trainable": true, "filters": 8, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_6", 0, 0, {}]]]}, {"name": "batch_normalization_8", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_8", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_7", 0, 0, {}]]]}, {"name": "activation_7", "class_name": "Activation", "config": {"name": "activation_7", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_8", 0, 0, {}]]]}, {"name": "conv2d_8", "class_name": "Conv2D", "config": {"name": "conv2d_8", "trainable": true, "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_7", 0, 0, {}]]]}, {"name": "conv2d_9", "class_name": "Conv2D", "config": {"name": "conv2d_9", "trainable": true, "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_5", 0, 0, {}]]]}, {"name": "add_2", "class_name": "Add", "config": {"name": "add_2", "trainable": true}, "inbound_nodes": [[["conv2d_8", 0, 0, {}], ["conv2d_9", 0, 0, {}]]]}, {"name": "batch_normalization_9", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_9", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["add_2", 0, 0, {}]]]}, {"name": "activation_8", "class_name": "Activation", "config": {"name": "activation_8", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_9", 0, 0, {}]]]}, {"name": "conv2d_10", "class_name": "Conv2D", "config": {"name": "conv2d_10", "trainable": true, "filters": 8, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_8", 0, 0, {}]]]}, {"name": "batch_normalization_10", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_10", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_10", 0, 0, {}]]]}, {"name": "activation_9", "class_name": "Activation", "config": {"name": "activation_9", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_10", 0, 0, {}]]]}, {"name": "conv2d_11", "class_name": "Conv2D", "config": {"name": "conv2d_11", "trainable": true, "filters": 8, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_9", 0, 0, {}]]]}, {"name": "batch_normalization_11", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_11", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_11", 0, 0, {}]]]}, {"name": "activation_10", "class_name": "Activation", "config": {"name": "activation_10", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_11", 0, 0, {}]]]}, {"name": "conv2d_12", "class_name": "Conv2D", "config": {"name": "conv2d_12", "trainable": true, "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_10", 0, 0, {}]]]}, {"name": "conv2d_13", "class_name": "Conv2D", "config": {"name": "conv2d_13", "trainable": true, "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_8", 0, 0, {}]]]}, {"name": "add_3", "class_name": "Add", "config": {"name": "add_3", "trainable": true}, "inbound_nodes": [[["conv2d_12", 0, 0, {}], ["conv2d_13", 0, 0, {}]]]}, {"name": "batch_normalization_12", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_12", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["add_3", 0, 0, {}]]]}, {"name": "activation_11", "class_name": "Activation", "config": {"name": "activation_11", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_12", 0, 0, {}]]]}, {"name": "conv2d_14", "class_name": "Conv2D", "config": {"name": "conv2d_14", "trainable": true, "filters": 16, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_11", 0, 0, {}]]]}, {"name": "batch_normalization_13", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_13", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_14", 0, 0, {}]]]}, {"name": "activation_12", "class_name": "Activation", "config": {"name": "activation_12", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_13", 0, 0, {}]]]}, {"name": "conv2d_15", "class_name": "Conv2D", "config": {"name": "conv2d_15", "trainable": true, "filters": 16, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_12", 0, 0, {}]]]}, {"name": "batch_normalization_14", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_14", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_15", 0, 0, {}]]]}, {"name": "activation_13", "class_name": "Activation", "config": {"name": "activation_13", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_14", 0, 0, {}]]]}, {"name": "conv2d_16", "class_name": "Conv2D", "config": {"name": "conv2d_16", "trainable": true, "filters": 64, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_13", 0, 0, {}]]]}, {"name": "conv2d_17", "class_name": "Conv2D", "config": {"name": "conv2d_17", "trainable": true, "filters": 64, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_11", 0, 0, {}]]]}, {"name": "add_4", "class_name": "Add", "config": {"name": "add_4", "trainable": true}, "inbound_nodes": [[["conv2d_16", 0, 0, {}], ["conv2d_17", 0, 0, {}]]]}, {"name": "batch_normalization_15", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_15", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["add_4", 0, 0, {}]]]}, {"name": "activation_14", "class_name": "Activation", "config": {"name": "activation_14", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_15", 0, 0, {}]]]}, {"name": "conv2d_18", "class_name": "Conv2D", "config": {"name": "conv2d_18", "trainable": true, "filters": 16, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_14", 0, 0, {}]]]}, {"name": "batch_normalization_16", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_16", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_18", 0, 0, {}]]]}, {"name": "activation_15", "class_name": "Activation", "config": {"name": "activation_15", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_16", 0, 0, {}]]]}, {"name": "conv2d_19", "class_name": "Conv2D", "config": {"name": "conv2d_19", "trainable": true, "filters": 16, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_15", 0, 0, {}]]]}, {"name": "batch_normalization_17", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_17", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_19", 0, 0, {}]]]}, {"name": "activation_16", "class_name": "Activation", "config": {"name": "activation_16", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_17", 0, 0, {}]]]}, {"name": "conv2d_20", "class_name": "Conv2D", "config": {"name": "conv2d_20", "trainable": true, "filters": 64, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_16", 0, 0, {}]]]}, {"name": "conv2d_21", "class_name": "Conv2D", "config": {"name": "conv2d_21", "trainable": true, "filters": 64, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_14", 0, 0, {}]]]}, {"name": "add_5", "class_name": "Add", "config": {"name": "add_5", "trainable": true}, "inbound_nodes": [[["conv2d_20", 0, 0, {}], ["conv2d_21", 0, 0, {}]]]}, {"name": "batch_normalization_18", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_18", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["add_5", 0, 0, {}]]]}, {"name": "activation_17", "class_name": "Activation", "config": {"name": "activation_17", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_18", 0, 0, {}]]]}, {"name": "conv2d_22", "class_name": "Conv2D", "config": {"name": "conv2d_22", "trainable": true, "filters": 16, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_17", 0, 0, {}]]]}, {"name": "batch_normalization_19", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_19", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_22", 0, 0, {}]]]}, {"name": "activation_18", "class_name": "Activation", "config": {"name": "activation_18", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_19", 0, 0, {}]]]}, {"name": "conv2d_23", "class_name": "Conv2D", "config": {"name": "conv2d_23", "trainable": true, "filters": 16, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_18", 0, 0, {}]]]}, {"name": "batch_normalization_20", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_20", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_23", 0, 0, {}]]]}, {"name": "activation_19", "class_name": "Activation", "config": {"name": "activation_19", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_20", 0, 0, {}]]]}, {"name": "conv2d_24", "class_name": "Conv2D", "config": {"name": "conv2d_24", "trainable": true, "filters": 64, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_19", 0, 0, {}]]]}, {"name": "conv2d_25", "class_name": "Conv2D", "config": {"name": "conv2d_25", "trainable": true, "filters": 64, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_17", 0, 0, {}]]]}, {"name": "add_6", "class_name": "Add", "config": {"name": "add_6", "trainable": true}, "inbound_nodes": [[["conv2d_24", 0, 0, {}], ["conv2d_25", 0, 0, {}]]]}, {"name": "batch_normalization_21", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_21", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["add_6", 0, 0, {}]]]}, {"name": "activation_20", "class_name": "Activation", "config": {"name": "activation_20", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_21", 0, 0, {}]]]}, {"name": "conv2d_26", "class_name": "Conv2D", "config": {"name": "conv2d_26", "trainable": true, "filters": 16, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_20", 0, 0, {}]]]}, {"name": "batch_normalization_22", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_22", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_26", 0, 0, {}]]]}, {"name": "activation_21", "class_name": "Activation", "config": {"name": "activation_21", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_22", 0, 0, {}]]]}, {"name": "conv2d_27", "class_name": "Conv2D", "config": {"name": "conv2d_27", "trainable": true, "filters": 16, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_21", 0, 0, {}]]]}, {"name": "batch_normalization_23", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_23", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_27", 0, 0, {}]]]}, {"name": "activation_22", "class_name": "Activation", "config": {"name": "activation_22", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_23", 0, 0, {}]]]}, {"name": "conv2d_28", "class_name": "Conv2D", "config": {"name": "conv2d_28", "trainable": true, "filters": 64, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_22", 0, 0, {}]]]}, {"name": "conv2d_29", "class_name": "Conv2D", "config": {"name": "conv2d_29", "trainable": true, "filters": 64, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_20", 0, 0, {}]]]}, {"name": "add_7", "class_name": "Add", "config": {"name": "add_7", "trainable": true}, "inbound_nodes": [[["conv2d_28", 0, 0, {}], ["conv2d_29", 0, 0, {}]]]}, {"name": "batch_normalization_24", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_24", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["add_7", 0, 0, {}]]]}, {"name": "activation_23", "class_name": "Activation", "config": {"name": "activation_23", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_24", 0, 0, {}]]]}, {"name": "conv2d_30", "class_name": "Conv2D", "config": {"name": "conv2d_30", "trainable": true, "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_23", 0, 0, {}]]]}, {"name": "batch_normalization_25", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_25", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_30", 0, 0, {}]]]}, {"name": "activation_24", "class_name": "Activation", "config": {"name": "activation_24", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_25", 0, 0, {}]]]}, {"name": "conv2d_31", "class_name": "Conv2D", "config": {"name": "conv2d_31", "trainable": true, "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_24", 0, 0, {}]]]}, {"name": "batch_normalization_26", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_26", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_31", 0, 0, {}]]]}, {"name": "activation_25", "class_name": "Activation", "config": {"name": "activation_25", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_26", 0, 0, {}]]]}, {"name": "conv2d_32", "class_name": "Conv2D", "config": {"name": "conv2d_32", "trainable": true, "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_25", 0, 0, {}]]]}, {"name": "conv2d_33", "class_name": "Conv2D", "config": {"name": "conv2d_33", "trainable": true, "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_23", 0, 0, {}]]]}, {"name": "add_8", "class_name": "Add", "config": {"name": "add_8", "trainable": true}, "inbound_nodes": [[["conv2d_32", 0, 0, {}], ["conv2d_33", 0, 0, {}]]]}, {"name": "batch_normalization_27", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_27", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["add_8", 0, 0, {}]]]}, {"name": "activation_26", "class_name": "Activation", "config": {"name": "activation_26", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_27", 0, 0, {}]]]}, {"name": "conv2d_34", "class_name": "Conv2D", "config": {"name": "conv2d_34", "trainable": true, "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_26", 0, 0, {}]]]}, {"name": "batch_normalization_28", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_28", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_34", 0, 0, {}]]]}, {"name": "activation_27", "class_name": "Activation", "config": {"name": "activation_27", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_28", 0, 0, {}]]]}, {"name": "conv2d_35", "class_name": "Conv2D", "config": {"name": "conv2d_35", "trainable": true, "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_27", 0, 0, {}]]]}, {"name": "batch_normalization_29", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_29", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_35", 0, 0, {}]]]}, {"name": "activation_28", "class_name": "Activation", "config": {"name": "activation_28", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_29", 0, 0, {}]]]}, {"name": "conv2d_36", "class_name": "Conv2D", "config": {"name": "conv2d_36", "trainable": true, "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_28", 0, 0, {}]]]}, {"name": "conv2d_37", "class_name": "Conv2D", "config": {"name": "conv2d_37", "trainable": true, "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_26", 0, 0, {}]]]}, {"name": "add_9", "class_name": "Add", "config": {"name": "add_9", "trainable": true}, "inbound_nodes": [[["conv2d_36", 0, 0, {}], ["conv2d_37", 0, 0, {}]]]}, {"name": "batch_normalization_30", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_30", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["add_9", 0, 0, {}]]]}, {"name": "activation_29", "class_name": "Activation", "config": {"name": "activation_29", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_30", 0, 0, {}]]]}, {"name": "conv2d_38", "class_name": "Conv2D", "config": {"name": "conv2d_38", "trainable": true, "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_29", 0, 0, {}]]]}, {"name": "batch_normalization_31", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_31", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_38", 0, 0, {}]]]}, {"name": "activation_30", "class_name": "Activation", "config": {"name": "activation_30", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_31", 0, 0, {}]]]}, {"name": "conv2d_39", "class_name": "Conv2D", "config": {"name": "conv2d_39", "trainable": true, "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_30", 0, 0, {}]]]}, {"name": "batch_normalization_32", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_32", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_39", 0, 0, {}]]]}, {"name": "activation_31", "class_name": "Activation", "config": {"name": "activation_31", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_32", 0, 0, {}]]]}, {"name": "conv2d_40", "class_name": "Conv2D", "config": {"name": "conv2d_40", "trainable": true, "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_31", 0, 0, {}]]]}, {"name": "conv2d_41", "class_name": "Conv2D", "config": {"name": "conv2d_41", "trainable": true, "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_29", 0, 0, {}]]]}, {"name": "add_10", "class_name": "Add", "config": {"name": "add_10", "trainable": true}, "inbound_nodes": [[["conv2d_40", 0, 0, {}], ["conv2d_41", 0, 0, {}]]]}, {"name": "batch_normalization_33", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_33", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["add_10", 0, 0, {}]]]}, {"name": "activation_32", "class_name": "Activation", "config": {"name": "activation_32", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_33", 0, 0, {}]]]}, {"name": "conv2d_42", "class_name": "Conv2D", "config": {"name": "conv2d_42", "trainable": true, "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_32", 0, 0, {}]]]}, {"name": "batch_normalization_34", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_34", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_42", 0, 0, {}]]]}, {"name": "activation_33", "class_name": "Activation", "config": {"name": "activation_33", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_34", 0, 0, {}]]]}, {"name": "conv2d_43", "class_name": "Conv2D", "config": {"name": "conv2d_43", "trainable": true, "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_33", 0, 0, {}]]]}, {"name": "batch_normalization_35", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_35", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_43", 0, 0, {}]]]}, {"name": "activation_34", "class_name": "Activation", "config": {"name": "activation_34", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_35", 0, 0, {}]]]}, {"name": "conv2d_44", "class_name": "Conv2D", "config": {"name": "conv2d_44", "trainable": true, "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_34", 0, 0, {}]]]}, {"name": "conv2d_45", "class_name": "Conv2D", "config": {"name": "conv2d_45", "trainable": true, "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_32", 0, 0, {}]]]}, {"name": "add_11", "class_name": "Add", "config": {"name": "add_11", "trainable": true}, "inbound_nodes": [[["conv2d_44", 0, 0, {}], ["conv2d_45", 0, 0, {}]]]}, {"name": "batch_normalization_36", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_36", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["add_11", 0, 0, {}]]]}, {"name": "activation_35", "class_name": "Activation", "config": {"name": "activation_35", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_36", 0, 0, {}]]]}, {"name": "conv2d_46", "class_name": "Conv2D", "config": {"name": "conv2d_46", "trainable": true, "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_35", 0, 0, {}]]]}, {"name": "batch_normalization_37", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_37", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_46", 0, 0, {}]]]}, {"name": "activation_36", "class_name": "Activation", "config": {"name": "activation_36", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_37", 0, 0, {}]]]}, {"name": "conv2d_47", "class_name": "Conv2D", "config": {"name": "conv2d_47", "trainable": true, "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_36", 0, 0, {}]]]}, {"name": "batch_normalization_38", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_38", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_47", 0, 0, {}]]]}, {"name": "activation_37", "class_name": "Activation", "config": {"name": "activation_37", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_38", 0, 0, {}]]]}, {"name": "conv2d_48", "class_name": "Conv2D", "config": {"name": "conv2d_48", "trainable": true, "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_37", 0, 0, {}]]]}, {"name": "conv2d_49", "class_name": "Conv2D", "config": {"name": "conv2d_49", "trainable": true, "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_35", 0, 0, {}]]]}, {"name": "add_12", "class_name": "Add", "config": {"name": "add_12", "trainable": true}, "inbound_nodes": [[["conv2d_48", 0, 0, {}], ["conv2d_49", 0, 0, {}]]]}, {"name": "batch_normalization_39", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_39", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["add_12", 0, 0, {}]]]}, {"name": "activation_38", "class_name": "Activation", "config": {"name": "activation_38", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_39", 0, 0, {}]]]}, {"name": "conv2d_50", "class_name": "Conv2D", "config": {"name": "conv2d_50", "trainable": true, "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_38", 0, 0, {}]]]}, {"name": "batch_normalization_40", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_40", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_50", 0, 0, {}]]]}, {"name": "activation_39", "class_name": "Activation", "config": {"name": "activation_39", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_40", 0, 0, {}]]]}, {"name": "conv2d_51", "class_name": "Conv2D", "config": {"name": "conv2d_51", "trainable": true, "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_39", 0, 0, {}]]]}, {"name": "batch_normalization_41", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_41", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["conv2d_51", 0, 0, {}]]]}, {"name": "activation_40", "class_name": "Activation", "config": {"name": "activation_40", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_41", 0, 0, {}]]]}, {"name": "conv2d_52", "class_name": "Conv2D", "config": {"name": "conv2d_52", "trainable": true, "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_40", 0, 0, {}]]]}, {"name": "conv2d_53", "class_name": "Conv2D", "config": {"name": "conv2d_53", "trainable": true, "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999747378752e-05}}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_38", 0, 0, {}]]]}, {"name": "add_13", "class_name": "Add", "config": {"name": "add_13", "trainable": true}, "inbound_nodes": [[["conv2d_52", 0, 0, {}], ["conv2d_53", 0, 0, {}]]]}, {"name": "batch_normalization_42", "class_name": "BatchNormalization", "config": {"name": "batch_normalization_42", "trainable": true, "axis": -1, "momentum": 0.9, "epsilon": 2e-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}, "inbound_nodes": [[["add_13", 0, 0, {}]]]}, {"name": "activation_41", "class_name": "Activation", "config": {"name": "activation_41", "trainable": true, "activation": "relu"}, "inbound_nodes": [[["batch_normalization_42", 0, 0, {}]]]}, {"name": "average_pooling2d_1", "class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_1", "trainable": true, "pool_size": [8, 8], "padding": "valid", "strides": [8, 8], "data_format": "channels_last"}, "inbound_nodes": [[["activation_41", 0, 0, {}]]]}, {"name": "flatten_1", "class_name": "Flatten", "config": {"name": "flatten_1", "trainable": true, "data_format": "channels_last"}, "inbound_nodes": [[["average_pooling2d_1", 0, 0, {}]]]}, {"name": "dense_1", "class_name": "Dense", "config": {"name": "dense_1", "trainable": true, "units": 7, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["flatten_1", 0, 0, {}]]]}, {"name": "activation_42", "class_name": "Activation", "config": {"name": "activation_42", "trainable": true, "activation": "softmax"}, "inbound_nodes": [[["dense_1", 0, 0, {}]]]}], "input_layers": [["input_1", 0, 0]], "output_layers": [["activation_42", 0, 0]]}, "keras_version": "2.2.4", "backend": "tensorflow"}