diff --git a/LCB/ghor_Rk_0020_0_Round_10_depth_10.json b/LCB/ghor_Rk_0020_0_Round_10_depth_10.json
new file mode 100644
index 0000000000000000000000000000000000000000..d2bfefabb16ccf20001abb946b0a7e09c17b57eb
--- /dev/null
+++ b/LCB/ghor_Rk_0020_0_Round_10_depth_10.json
@@ -0,0 +1,3133 @@
+{
+ "class_name": "Functional",
+ "config": {
+ "name": "model_6",
+ "layers": [
+ {
+ "class_name": "InputLayer",
+ "config": {
+ "batch_input_shape": [
+ null,
+ 64
+ ],
+ "dtype": "float32",
+ "sparse": false,
+ "ragged": false,
+ "name": "input_7"
+ },
+ "name": "input_7",
+ "inbound_nodes": []
+ },
+ {
+ "class_name": "Reshape",
+ "config": {
+ "name": "reshape_6",
+ "trainable": true,
+ "dtype": "float32",
+ "target_shape": [
+ 4,
+ 16
+ ]
+ },
+ "name": "reshape_6",
+ "inbound_nodes": [
+ [
+ [
+ "input_7",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Permute",
+ "config": {
+ "name": "permute_6",
+ "trainable": true,
+ "dtype": "float32",
+ "dims": [
+ 2,
+ 1
+ ]
+ },
+ "name": "permute_6",
+ "inbound_nodes": [
+ [
+ [
+ "reshape_6",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_126",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 1
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_126",
+ "inbound_nodes": [
+ [
+ [
+ "permute_6",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_138",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_138",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_126",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_138",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_138",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_138",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_127",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 3
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_127",
+ "inbound_nodes": [
+ [
+ [
+ "activation_138",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_139",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_139",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_127",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_139",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_139",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_139",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_128",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 3
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_128",
+ "inbound_nodes": [
+ [
+ [
+ "activation_139",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_140",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_140",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_128",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_140",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_140",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_140",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Add",
+ "config": {
+ "name": "add_60",
+ "trainable": true,
+ "dtype": "float32"
+ },
+ "name": "add_60",
+ "inbound_nodes": [
+ [
+ [
+ "activation_138",
+ 0,
+ 0,
+ {}
+ ],
+ [
+ "activation_140",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_129",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 3
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_129",
+ "inbound_nodes": [
+ [
+ [
+ "add_60",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_141",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_141",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_129",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_141",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_141",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_141",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_130",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 3
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_130",
+ "inbound_nodes": [
+ [
+ [
+ "activation_141",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_142",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_142",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_130",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_142",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_142",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_142",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Add",
+ "config": {
+ "name": "add_61",
+ "trainable": true,
+ "dtype": "float32"
+ },
+ "name": "add_61",
+ "inbound_nodes": [
+ [
+ [
+ "add_60",
+ 0,
+ 0,
+ {}
+ ],
+ [
+ "activation_142",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_131",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 3
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_131",
+ "inbound_nodes": [
+ [
+ [
+ "add_61",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_143",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_143",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_131",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_143",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_143",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_143",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_132",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 3
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_132",
+ "inbound_nodes": [
+ [
+ [
+ "activation_143",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_144",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_144",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_132",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_144",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_144",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_144",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Add",
+ "config": {
+ "name": "add_62",
+ "trainable": true,
+ "dtype": "float32"
+ },
+ "name": "add_62",
+ "inbound_nodes": [
+ [
+ [
+ "add_61",
+ 0,
+ 0,
+ {}
+ ],
+ [
+ "activation_144",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_133",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 3
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_133",
+ "inbound_nodes": [
+ [
+ [
+ "add_62",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_145",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_145",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_133",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_145",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_145",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_145",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_134",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 3
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_134",
+ "inbound_nodes": [
+ [
+ [
+ "activation_145",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_146",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_146",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_134",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_146",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_146",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_146",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Add",
+ "config": {
+ "name": "add_63",
+ "trainable": true,
+ "dtype": "float32"
+ },
+ "name": "add_63",
+ "inbound_nodes": [
+ [
+ [
+ "add_62",
+ 0,
+ 0,
+ {}
+ ],
+ [
+ "activation_146",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_135",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 3
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_135",
+ "inbound_nodes": [
+ [
+ [
+ "add_63",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_147",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_147",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_135",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_147",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_147",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_147",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_136",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 3
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_136",
+ "inbound_nodes": [
+ [
+ [
+ "activation_147",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_148",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_148",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_136",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_148",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_148",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_148",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Add",
+ "config": {
+ "name": "add_64",
+ "trainable": true,
+ "dtype": "float32"
+ },
+ "name": "add_64",
+ "inbound_nodes": [
+ [
+ [
+ "add_63",
+ 0,
+ 0,
+ {}
+ ],
+ [
+ "activation_148",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_137",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 3
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_137",
+ "inbound_nodes": [
+ [
+ [
+ "add_64",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_149",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_149",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_137",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_149",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_149",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_149",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_138",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 3
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_138",
+ "inbound_nodes": [
+ [
+ [
+ "activation_149",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_150",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_150",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_138",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_150",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_150",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_150",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Add",
+ "config": {
+ "name": "add_65",
+ "trainable": true,
+ "dtype": "float32"
+ },
+ "name": "add_65",
+ "inbound_nodes": [
+ [
+ [
+ "add_64",
+ 0,
+ 0,
+ {}
+ ],
+ [
+ "activation_150",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_139",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 3
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_139",
+ "inbound_nodes": [
+ [
+ [
+ "add_65",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_151",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_151",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_139",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_151",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_151",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_151",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_140",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 3
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_140",
+ "inbound_nodes": [
+ [
+ [
+ "activation_151",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_152",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_152",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_140",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_152",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_152",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_152",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Add",
+ "config": {
+ "name": "add_66",
+ "trainable": true,
+ "dtype": "float32"
+ },
+ "name": "add_66",
+ "inbound_nodes": [
+ [
+ [
+ "add_65",
+ 0,
+ 0,
+ {}
+ ],
+ [
+ "activation_152",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_141",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 3
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_141",
+ "inbound_nodes": [
+ [
+ [
+ "add_66",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_153",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_153",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_141",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_153",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_153",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_153",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_142",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 3
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_142",
+ "inbound_nodes": [
+ [
+ [
+ "activation_153",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_154",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_154",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_142",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_154",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_154",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_154",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Add",
+ "config": {
+ "name": "add_67",
+ "trainable": true,
+ "dtype": "float32"
+ },
+ "name": "add_67",
+ "inbound_nodes": [
+ [
+ [
+ "add_66",
+ 0,
+ 0,
+ {}
+ ],
+ [
+ "activation_154",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_143",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 3
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_143",
+ "inbound_nodes": [
+ [
+ [
+ "add_67",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_155",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_155",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_143",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_155",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_155",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_155",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_144",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 3
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_144",
+ "inbound_nodes": [
+ [
+ [
+ "activation_155",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_156",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_156",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_144",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_156",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_156",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_156",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Add",
+ "config": {
+ "name": "add_68",
+ "trainable": true,
+ "dtype": "float32"
+ },
+ "name": "add_68",
+ "inbound_nodes": [
+ [
+ [
+ "add_67",
+ 0,
+ 0,
+ {}
+ ],
+ [
+ "activation_156",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_145",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 3
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_145",
+ "inbound_nodes": [
+ [
+ [
+ "add_68",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_157",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_157",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_145",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_157",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_157",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_157",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_146",
+ "trainable": true,
+ "dtype": "float32",
+ "filters": 32,
+ "kernel_size": [
+ 3
+ ],
+ "strides": [
+ 1
+ ],
+ "padding": "same",
+ "data_format": "channels_last",
+ "dilation_rate": [
+ 1
+ ],
+ "groups": 1,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_146",
+ "inbound_nodes": [
+ [
+ [
+ "activation_157",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_158",
+ "trainable": true,
+ "dtype": "float32",
+ "axis": [
+ 2
+ ],
+ "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
+ },
+ "name": "batch_normalization_158",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_146",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_158",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_158",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_158",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Add",
+ "config": {
+ "name": "add_69",
+ "trainable": true,
+ "dtype": "float32"
+ },
+ "name": "add_69",
+ "inbound_nodes": [
+ [
+ [
+ "add_68",
+ 0,
+ 0,
+ {}
+ ],
+ [
+ "activation_158",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Flatten",
+ "config": {
+ "name": "flatten_6",
+ "trainable": true,
+ "dtype": "float32",
+ "data_format": "channels_last"
+ },
+ "name": "flatten_6",
+ "inbound_nodes": [
+ [
+ [
+ "add_69",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Dense",
+ "config": {
+ "name": "dense_18",
+ "trainable": true,
+ "dtype": "float32",
+ "units": 64,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "dense_18",
+ "inbound_nodes": [
+ [
+ [
+ "flatten_6",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_159",
+ "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
+ },
+ "name": "batch_normalization_159",
+ "inbound_nodes": [
+ [
+ [
+ "dense_18",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_159",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_159",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_159",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Dense",
+ "config": {
+ "name": "dense_19",
+ "trainable": true,
+ "dtype": "float32",
+ "units": 64,
+ "activation": "linear",
+ "use_bias": true,
+ "kernel_initializer": {
+ "class_name": "GlorotUniform",
+ "config": {
+ "seed": null
+ }
+ },
+ "bias_initializer": {
+ "class_name": "Zeros",
+ "config": {}
+ },
+ "kernel_regularizer": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "dense_19",
+ "inbound_nodes": [
+ [
+ [
+ "activation_159",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_160",
+ "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
+ },
+ "name": "batch_normalization_160",
+ "inbound_nodes": [
+ [
+ [
+ "dense_19",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_160",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_160",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_160",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Dense",
+ "config": {
+ "name": "dense_20",
+ "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": {
+ "class_name": "L2",
+ "config": {
+ "l2": 9.999999747378752e-06
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "dense_20",
+ "inbound_nodes": [
+ [
+ [
+ "activation_160",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ }
+ ],
+ "input_layers": [
+ [
+ "input_7",
+ 0,
+ 0
+ ]
+ ],
+ "output_layers": [
+ [
+ "dense_20",
+ 0,
+ 0
+ ]
+ ]
+ },
+ "keras_version": "2.10.0",
+ "backend": "tensorflow"
+}
\ No newline at end of file