From f0d8e3ae5c14c5f77ba7816a58ec641175c5d6c3 Mon Sep 17 00:00:00 2001
From: Indrakanti Aishwarya <cb.en.p2cys21014@cb.students.amrita.edu>
Date: Thu, 10 Aug 2023 14:51:14 +0530
Subject: [PATCH] Upload New File
---
Secure LCB/FINAL_SECURE_20_depth_3.json | 1388 +++++++++++++++++++++++
1 file changed, 1388 insertions(+)
create mode 100644 Secure LCB/FINAL_SECURE_20_depth_3.json
diff --git a/Secure LCB/FINAL_SECURE_20_depth_3.json b/Secure LCB/FINAL_SECURE_20_depth_3.json
new file mode 100644
index 0000000..98e65da
--- /dev/null
+++ b/Secure LCB/FINAL_SECURE_20_depth_3.json
@@ -0,0 +1,1388 @@
+{
+ "class_name": "Functional",
+ "config": {
+ "name": "model_2",
+ "layers": [
+ {
+ "class_name": "InputLayer",
+ "config": {
+ "batch_input_shape": [
+ null,
+ 64
+ ],
+ "dtype": "float32",
+ "sparse": false,
+ "ragged": false,
+ "name": "input_3"
+ },
+ "name": "input_3",
+ "inbound_nodes": []
+ },
+ {
+ "class_name": "Reshape",
+ "config": {
+ "name": "reshape_2",
+ "trainable": true,
+ "dtype": "float32",
+ "target_shape": [
+ 4,
+ 16
+ ]
+ },
+ "name": "reshape_2",
+ "inbound_nodes": [
+ [
+ [
+ "input_3",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Permute",
+ "config": {
+ "name": "permute_2",
+ "trainable": true,
+ "dtype": "float32",
+ "dims": [
+ 2,
+ 1
+ ]
+ },
+ "name": "permute_2",
+ "inbound_nodes": [
+ [
+ [
+ "reshape_2",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_14",
+ "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": 7.000000186963007e-05
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_14",
+ "inbound_nodes": [
+ [
+ [
+ "permute_2",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_18",
+ "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_18",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_14",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_18",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_18",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_18",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_15",
+ "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": 7.000000186963007e-05
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_15",
+ "inbound_nodes": [
+ [
+ [
+ "activation_18",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_19",
+ "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_19",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_15",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_19",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_19",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_19",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_16",
+ "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": 7.000000186963007e-05
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_16",
+ "inbound_nodes": [
+ [
+ [
+ "activation_19",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_20",
+ "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_20",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_16",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_20",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_20",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_20",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Dropout",
+ "config": {
+ "name": "dropout_10",
+ "trainable": true,
+ "dtype": "float32",
+ "rate": 0.5,
+ "noise_shape": null,
+ "seed": null
+ },
+ "name": "dropout_10",
+ "inbound_nodes": [
+ [
+ [
+ "activation_20",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Add",
+ "config": {
+ "name": "add_6",
+ "trainable": true,
+ "dtype": "float32"
+ },
+ "name": "add_6",
+ "inbound_nodes": [
+ [
+ [
+ "activation_18",
+ 0,
+ 0,
+ {}
+ ],
+ [
+ "dropout_10",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_17",
+ "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": 7.000000186963007e-05
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_17",
+ "inbound_nodes": [
+ [
+ [
+ "add_6",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_21",
+ "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_21",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_17",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_21",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_21",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_21",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_18",
+ "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": 7.000000186963007e-05
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_18",
+ "inbound_nodes": [
+ [
+ [
+ "activation_21",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_22",
+ "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_22",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_18",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_22",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_22",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_22",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Dropout",
+ "config": {
+ "name": "dropout_11",
+ "trainable": true,
+ "dtype": "float32",
+ "rate": 0.5,
+ "noise_shape": null,
+ "seed": null
+ },
+ "name": "dropout_11",
+ "inbound_nodes": [
+ [
+ [
+ "activation_22",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Add",
+ "config": {
+ "name": "add_7",
+ "trainable": true,
+ "dtype": "float32"
+ },
+ "name": "add_7",
+ "inbound_nodes": [
+ [
+ [
+ "add_6",
+ 0,
+ 0,
+ {}
+ ],
+ [
+ "dropout_11",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_19",
+ "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": 7.000000186963007e-05
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_19",
+ "inbound_nodes": [
+ [
+ [
+ "add_7",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_23",
+ "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_23",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_19",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_23",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_23",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_23",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Conv1D",
+ "config": {
+ "name": "conv1d_20",
+ "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": 7.000000186963007e-05
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "conv1d_20",
+ "inbound_nodes": [
+ [
+ [
+ "activation_23",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_24",
+ "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_24",
+ "inbound_nodes": [
+ [
+ [
+ "conv1d_20",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_24",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_24",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_24",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Dropout",
+ "config": {
+ "name": "dropout_12",
+ "trainable": true,
+ "dtype": "float32",
+ "rate": 0.5,
+ "noise_shape": null,
+ "seed": null
+ },
+ "name": "dropout_12",
+ "inbound_nodes": [
+ [
+ [
+ "activation_24",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Add",
+ "config": {
+ "name": "add_8",
+ "trainable": true,
+ "dtype": "float32"
+ },
+ "name": "add_8",
+ "inbound_nodes": [
+ [
+ [
+ "add_7",
+ 0,
+ 0,
+ {}
+ ],
+ [
+ "dropout_12",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Flatten",
+ "config": {
+ "name": "flatten_2",
+ "trainable": true,
+ "dtype": "float32",
+ "data_format": "channels_last"
+ },
+ "name": "flatten_2",
+ "inbound_nodes": [
+ [
+ [
+ "add_8",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Dense",
+ "config": {
+ "name": "dense_6",
+ "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": 7.000000186963007e-05
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "dense_6",
+ "inbound_nodes": [
+ [
+ [
+ "flatten_2",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_25",
+ "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_25",
+ "inbound_nodes": [
+ [
+ [
+ "dense_6",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_25",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_25",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_25",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Dropout",
+ "config": {
+ "name": "dropout_13",
+ "trainable": true,
+ "dtype": "float32",
+ "rate": 0.5,
+ "noise_shape": null,
+ "seed": null
+ },
+ "name": "dropout_13",
+ "inbound_nodes": [
+ [
+ [
+ "activation_25",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Dense",
+ "config": {
+ "name": "dense_7",
+ "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": 7.000000186963007e-05
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "dense_7",
+ "inbound_nodes": [
+ [
+ [
+ "dropout_13",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Dropout",
+ "config": {
+ "name": "dropout_14",
+ "trainable": true,
+ "dtype": "float32",
+ "rate": 0.5,
+ "noise_shape": null,
+ "seed": null
+ },
+ "name": "dropout_14",
+ "inbound_nodes": [
+ [
+ [
+ "dense_7",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "BatchNormalization",
+ "config": {
+ "name": "batch_normalization_26",
+ "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_26",
+ "inbound_nodes": [
+ [
+ [
+ "dropout_14",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Activation",
+ "config": {
+ "name": "activation_26",
+ "trainable": true,
+ "dtype": "float32",
+ "activation": "relu"
+ },
+ "name": "activation_26",
+ "inbound_nodes": [
+ [
+ [
+ "batch_normalization_26",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ },
+ {
+ "class_name": "Dense",
+ "config": {
+ "name": "dense_8",
+ "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": 7.000000186963007e-05
+ }
+ },
+ "bias_regularizer": null,
+ "activity_regularizer": null,
+ "kernel_constraint": null,
+ "bias_constraint": null
+ },
+ "name": "dense_8",
+ "inbound_nodes": [
+ [
+ [
+ "activation_26",
+ 0,
+ 0,
+ {}
+ ]
+ ]
+ ]
+ }
+ ],
+ "input_layers": [
+ [
+ "input_3",
+ 0,
+ 0
+ ]
+ ],
+ "output_layers": [
+ [
+ "dense_8",
+ 0,
+ 0
+ ]
+ ]
+ },
+ "keras_version": "2.11.0",
+ "backend": "tensorflow"
+}
\ No newline at end of file
--
GitLab