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@kmader
Last active March 27, 2019 09:31
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Dummy Model
// main.cpp
#include <fdeep/fdeep.hpp>
int main()
{
std::cout << "Loading model" << std::endl;
const auto model = fdeep::load_model("../model.json");
//auto is = model.get_input_shapes();
//std::cout << is << std::endl;
//std::cout << "Speed: ";
//std::cout << model.test_speed() << std::endl;
std::cout << "Running all zeros: "<< std::endl;
for(int i=0;i<1;i++) {
fdeep::tensor5 input_headpose(fdeep::shape5(1, 1, 1, 600, 3), 0);
const auto result = model.predict(
{input_headpose});
if (i==10) {
std::cout << fdeep::show_tensor5s(result) << std::endl;
}
}
}
This file has been truncated, but you can view the full file.
{
"architecture": {
"backend": "tensorflow",
"class_name": "Model",
"config": {
"input_layers": [
[
"series_in",
0,
0
]
],
"layers": [
{
"class_name": "InputLayer",
"config": {
"batch_input_shape": [
null,
null,
3
],
"dtype": "float32",
"name": "series_in",
"sparse": false
},
"inbound_nodes": [],
"name": "series_in"
},
{
"class_name": "Conv1D",
"config": {
"activation": "linear",
"activity_regularizer": null,
"bias_constraint": null,
"bias_initializer": {
"class_name": "Zeros",
"config": {}
},
"bias_regularizer": null,
"data_format": "channels_last",
"dilation_rate": [
1
],
"filters": 3,
"kernel_constraint": null,
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": {
"distribution": "uniform",
"mode": "fan_avg",
"scale": 1.0,
"seed": null
}
},
"kernel_regularizer": null,
"kernel_size": [
2
],
"name": "diff",
"padding": "valid",
"strides": [
1
],
"trainable": false,
"use_bias": false
},
"inbound_nodes": [
[
[
"series_in",
0,
0,
{}
]
]
],
"name": "diff"
},
{
"class_name": "ZeroPadding1D",
"config": {
"name": "PaddingDiffEdges",
"padding": [
1,
0
],
"trainable": true
},
"inbound_nodes": [
[
[
"diff",
0,
0,
{}
]
]
],
"name": "PaddingDiffEdges"
},
{
"class_name": "BatchNormalization",
"config": {
"axis": -1,
"beta_constraint": null,
"beta_initializer": {
"class_name": "Zeros",
"config": {}
},
"beta_regularizer": null,
"center": true,
"epsilon": 0.001,
"gamma_constraint": null,
"gamma_initializer": {
"class_name": "Ones",
"config": {}
},
"gamma_regularizer": null,
"momentum": 0.99,
"moving_mean_initializer": {
"class_name": "Zeros",
"config": {}
},
"moving_variance_initializer": {
"class_name": "Ones",
"config": {}
},
"name": "batch_normalization_2",
"scale": true,
"trainable": true
},
"inbound_nodes": [
[
[
"PaddingDiffEdges",
0,
0,
{}
]
]
],
"name": "batch_normalization_2"
},
{
"class_name": "Conv1D",
"config": {
"activation": "relu",
"activity_regularizer": null,
"bias_constraint": null,
"bias_initializer": {
"class_name": "Zeros",
"config": {}
},
"bias_regularizer": null,
"data_format": "channels_last",
"dilation_rate": [
1
],
"filters": 32,
"kernel_constraint": null,
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": {
"distribution": "uniform",
"mode": "fan_avg",
"scale": 1.0,
"seed": null
}
},
"kernel_regularizer": null,
"kernel_size": [
3
],
"name": "conv1d_6",
"padding": "same",
"strides": [
1
],
"trainable": true,
"use_bias": true
},
"inbound_nodes": [
[
[
"batch_normalization_2",
0,
0,
{}
]
]
],
"name": "conv1d_6"
},
{
"class_name": "Conv1D",
"config": {
"activation": "relu",
"activity_regularizer": null,
"bias_constraint": null,
"bias_initializer": {
"class_name": "Zeros",
"config": {}
},
"bias_regularizer": null,
"data_format": "channels_last",
"dilation_rate": [
1
],
"filters": 32,
"kernel_constraint": null,
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": {
"distribution": "uniform",
"mode": "fan_avg",
"scale": 1.0,
"seed": null
}
},
"kernel_regularizer": null,
"kernel_size": [
3
],
"name": "conv1d_7",
"padding": "same",
"strides": [
1
],
"trainable": true,
"use_bias": true
},
"inbound_nodes": [
[
[
"conv1d_6",
0,
0,
{}
]
]
],
"name": "conv1d_7"
},
{
"class_name": "Conv1D",
"config": {
"activation": "linear",
"activity_regularizer": null,
"bias_constraint": null,
"bias_initializer": {
"class_name": "Zeros",
"config": {}
},
"bias_regularizer": null,
"data_format": "channels_last",
"dilation_rate": [
1
],
"filters": 64,
"kernel_constraint": null,
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": {
"distribution": "uniform",
"mode": "fan_avg",
"scale": 1.0,
"seed": null
}
},
"kernel_regularizer": null,
"kernel_size": [
3
],
"name": "C1D_L0_D1",
"padding": "same",
"strides": [
1
],
"trainable": true,
"use_bias": true
},
"inbound_nodes": [
[
[
"conv1d_7",
0,
0,
{}
]
]
],
"name": "C1D_L0_D1"
},
{
"class_name": "Conv1D",
"config": {
"activation": "linear",
"activity_regularizer": null,
"bias_constraint": null,
"bias_initializer": {
"class_name": "Zeros",
"config": {}
},
"bias_regularizer": null,
"data_format": "channels_last",
"dilation_rate": [
2
],
"filters": 64,
"kernel_constraint": null,
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": {
"distribution": "uniform",
"mode": "fan_avg",
"scale": 1.0,
"seed": null
}
},
"kernel_regularizer": null,
"kernel_size": [
3
],
"name": "C1D_L0_D2",
"padding": "same",
"strides": [
1
],
"trainable": true,
"use_bias": true
},
"inbound_nodes": [
[
[
"conv1d_7",
0,
0,
{}
]
]
],
"name": "C1D_L0_D2"
},
{
"class_name": "Conv1D",
"config": {
"activation": "linear",
"activity_regularizer": null,
"bias_constraint": null,
"bias_initializer": {
"class_name": "Zeros",
"config": {}
},
"bias_regularizer": null,
"data_format": "channels_last",
"dilation_rate": [
4
],
"filters": 64,
"kernel_constraint": null,
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": {
"distribution": "uniform",
"mode": "fan_avg",
"scale": 1.0,
"seed": null
}
},
"kernel_regularizer": null,
"kernel_size": [
3
],
"name": "C1D_L0_D4",
"padding": "same",
"strides": [
1
],
"trainable": true,
"use_bias": true
},
"inbound_nodes": [
[
[
"conv1d_7",
0,
0,
{}
]
]
],
"name": "C1D_L0_D4"
},
{
"class_name": "Conv1D",
"config": {
"activation": "linear",
"activity_regularizer": null,
"bias_constraint": null,
"bias_initializer": {
"class_name": "Zeros",
"config": {}
},
"bias_regularizer": null,
"data_format": "channels_last",
"dilation_rate": [
8
],
"filters": 64,
"kernel_constraint": null,
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": {
"distribution": "uniform",
"mode": "fan_avg",
"scale": 1.0,
"seed": null
}
},
"kernel_regularizer": null,
"kernel_size": [
3
],
"name": "C1D_L0_D8",
"padding": "same",
"strides": [
1
],
"trainable": true,
"use_bias": true
},
"inbound_nodes": [
[
[
"conv1d_7",
0,
0,
{}
]
]
],
"name": "C1D_L0_D8"
},
{
"class_name": "Conv1D",
"config": {
"activation": "linear",
"activity_regularizer": null,
"bias_constraint": null,
"bias_initializer": {
"class_name": "Zeros",
"config": {}
},
"bias_regularizer": null,
"data_format": "channels_last",
"dilation_rate": [
16
],
"filters": 64,
"kernel_constraint": null,
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": {
"distribution": "uniform",
"mode": "fan_avg",
"scale": 1.0,
"seed": null
}
},
"kernel_regularizer": null,
"kernel_size": [
3
],
"name": "C1D_L0_D16",
"padding": "same",
"strides": [
1
],
"trainable": true,
"use_bias": true
},
"inbound_nodes": [
[
[
"conv1d_7",
0,
0,
{}
]
]
],
"name": "C1D_L0_D16"
},
{
"class_name": "Conv1D",
"config": {
"activation": "linear",
"activity_regularizer": null,
"bias_constraint": null,
"bias_initializer": {
"class_name": "Zeros",
"config": {}
},
"bias_regularizer": null,
"data_format": "channels_last",
"dilation_rate": [
32
],
"filters": 64,
"kernel_constraint": null,
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": {
"distribution": "uniform",
"mode": "fan_avg",
"scale": 1.0,
"seed": null
}
},
"kernel_regularizer": null,
"kernel_size": [
3
],
"name": "C1D_L0_D32",
"padding": "same",
"strides": [
1
],
"trainable": true,
"use_bias": true
},
"inbound_nodes": [
[
[
"conv1d_7",
0,
0,
{}
]
]
],
"name": "C1D_L0_D32"
},
{
"class_name": "Conv1D",
"config": {
"activation": "linear",
"activity_regularizer": null,
"bias_constraint": null,
"bias_initializer": {
"class_name": "Zeros",
"config": {}
},
"bias_regularizer": null,
"data_format": "channels_last",
"dilation_rate": [
64
],
"filters": 64,
"kernel_constraint": null,
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": {
"distribution": "uniform",
"mode": "fan_avg",
"scale": 1.0,
"seed": null
}
},
"kernel_regularizer": null,
"kernel_size": [
3
],
"name": "C1D_L0_D64",
"padding": "same",
"strides": [
1
],
"trainable": true,
"use_bias": true
},
"inbound_nodes": [
[
[
"conv1d_7",
0,
0,
{}
]
]
],
"name": "C1D_L0_D64"
},
{
"class_name": "Concatenate",
"config": {
"axis": -1,
"name": "concatenate_3",
"trainable": true
},
"inbound_nodes": [
[
[
"conv1d_7",
0,
0,
{}
],
[
"C1D_L0_D1",
0,
0,
{}
],
[
"C1D_L0_D2",
0,
0,
{}
],
[
"C1D_L0_D4",
0,
0,
{}
],
[
"C1D_L0_D8",
0,
0,
{}
],
[
"C1D_L0_D16",
0,
0,
{}
],
[
"C1D_L0_D32",
0,
0,
{}
],
[
"C1D_L0_D64",
0,
0,
{}
]
]
],
"name": "concatenate_3"
},
{
"class_name": "BatchNormalization",
"config": {
"axis": -1,
"beta_constraint": null,
"beta_initializer": {
"class_name": "Zeros",
"config": {}
},
"beta_regularizer": null,
"center": true,
"epsilon": 0.001,
"gamma_constraint": null,
"gamma_initializer": {
"class_name": "Ones",
"config": {}
},
"gamma_regularizer": null,
"momentum": 0.99,
"moving_mean_initializer": {
"class_name": "Zeros",
"config": {}
},
"moving_variance_initializer": {
"class_name": "Ones",
"config": {}
},
"name": "BN_L0",
"scale": true,
"trainable": true
},
"inbound_nodes": [
[
[
"concatenate_3",
0,
0,
{}
]
]
],
"name": "BN_L0"
},
{
"class_name": "Activation",
"config": {
"activation": "relu",
"name": "Relu_L0",
"trainable": true
},
"inbound_nodes": [
[
[
"BN_L0",
0,
0,
{}
]
]
],
"name": "Relu_L0"
},
{
"class_name": "Conv1D",
"config": {
"activation": "linear",
"activity_regularizer": null,
"bias_constraint": null,
"bias_initializer": {
"class_name": "Zeros",
"config": {}
},
"bias_regularizer": null,
"data_format": "channels_last",
"dilation_rate": [
1
],
"filters": 64,
"kernel_constraint": null,
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": {
"distribution": "uniform",
"mode": "fan_avg",
"scale": 1.0,
"seed": null
}
},
"kernel_regularizer": null,
"kernel_size": [
1
],
"name": "conv1d_8",
"padding": "same",
"strides": [
1
],
"trainable": true,
"use_bias": true
},
"inbound_nodes": [
[
[
"Relu_L0",
0,
0,
{}
]
]
],
"name": "conv1d_8"
},
{
"class_name": "Conv1D",
"config": {
"activation": "linear",
"activity_regularizer": null,
"bias_constraint": null,
"bias_initializer": {
"class_name": "Zeros",
"config": {}
},
"bias_regularizer": null,
"data_format": "channels_last",
"dilation_rate": [
1
],
"filters": 64,
"kernel_constraint": null,
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": {
"distribution": "uniform",
"mode": "fan_avg",
"scale": 1.0,
"seed": null
}
},
"kernel_regularizer": null,
"kernel_size": [
3
],
"name": "C1D_L1_D1",
"padding": "same",
"strides": [
1
],
"trainable": true,
"use_bias": true
},
"inbound_nodes": [
[
[
"Relu_L0",
0,
0,
{}
]
]
],
"name": "C1D_L1_D1"
},
{
"class_name": "Conv1D",
"config": {
"activation": "linear",
"activity_regularizer": null,
"bias_constraint": null,
"bias_initializer": {
"class_name": "Zeros",
"config": {}
},
"bias_regularizer": null,
"data_format": "channels_last",
"dilation_rate": [
2
],
"filters": 64,
"kernel_constraint": null,
"kernel_initializer": {
"class_name": "VarianceScaling",
"config": {
"distribution": "uniform",
"mode": "fan_avg",
"scale": 1.0,
"seed": null
}
},
"kernel_regularizer": null,
"kernel_size": [
3
],
"name": "C1D_L1_D2",
"padding": "same",
"strides": [
1
],
"trainable": true,
"use_bias": true
},
"inbound_nodes": [
[
[
"Relu_L0",
0,
0,
{}
]
]
],
"name": "C1D_L1_D2"
},
{
"class_name": "Conv1D",
"config": {
"activation": "linear",
"activity_regularizer": null,
"bias_constraint": null,
"bias_initializer": {
"class_name": "Zeros",
"config": {}
},
"bias_regularizer": null,
"data_format": "channels_last",
"dilation_rate": [
4
],
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"kernel_constraint": null,
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"config": {
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"mode": "fan_avg",
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"seed": null
}
},
"kernel_regularizer": null,
"kernel_size": [
3
],
"name": "C1D_L1_D4",
"padding": "same",
"strides": [
1
],
"trainable": true,
"use_bias": true
},
"inbound_nodes": [
[
[
"Relu_L0",
0,
0,
{}
]
]
],
"name": "C1D_L1_D4"
},
{
"class_name": "Conv1D",
"config": {
"activation": "linear",
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"bias_constraint": null,
"bias_initializer": {
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"config": {}
},
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"dilation_rate": [
8
],
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"config": {
"distribution": "uniform",
"mode": "fan_avg",
"scale": 1.0,
"seed": null
}
},
"kernel_regularizer": null,
"kernel_size": [
3
],
"name": "C1D_L1_D8",
"padding": "same",
"strides": [
1
],
"trainable": true,
"use_bias": true
},
"inbound_nodes": [
[
[
"Relu_L0",
0,
0,
{}
]
]
],
"name": "C1D_L1_D8"
},
{
"class_name": "Conv1D",
"config": {
"activation": "linear",
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"bias_constraint": null,
"bias_initializer": {
"class_name": "Zeros",
"config": {}
},
"bias_regularizer": null,
"data_format": "channels_last",
"dilation_rate": [
16
],
"filters": 64,
"kernel_constraint": null,
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"distribution": "uniform",
"mode": "fan_avg",
"scale": 1.0,
"seed": null
}
},
"kernel_regularizer": null,
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3
],
"name": "C1D_L1_D16",
"padding": "same",
"strides": [
1
],
"trainable": true,
"use_bias": true
},
"inbound_nodes": [
[
[
"Relu_L0",
0,
0,
{}
]
]
],
"name": "C1D_L1_D16"
},
{
"class_name": "Conv1D",
"config": {
"activation": "linear",
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},
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32
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"seed": null
}
},
"kernel_regularizer": null,
"kernel_size": [
3
],
"name": "C1D_L1_D32",
"padding": "same",
"strides": [
1
],
"trainable": true,
"use_bias": true
},
"inbound_nodes": [
[
[
"Relu_L0",
0,
0,
{}
]
]
],
"name": "C1D_L1_D32"
},
{
"class_name": "Conv1D",
"config": {
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},
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64
],
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"kernel_initializer": {
"class_name": "VarianceScaling",
"config": {
"distribution": "uniform",
"mode": "fan_avg",
"scale": 1.0,
"seed": null
}
},
"kernel_regularizer": null,
"kernel_size": [
3
],
"name": "C1D_L1_D64",
"padding": "same",
"strides": [
1
],
"trainable": true,
"use_bias": true
},
"inbound_nodes": [
[
[
"Relu_L0",
0,
0,
{}
]
]
],
"name": "C1D_L1_D64"
},
{
"class_name": "Add",
"config": {
"name": "add_2",
"trainable": true
},
"inbound_nodes": [
[
[
"conv1d_8",
0,
0,
{}
],
[
"C1D_L1_D1",
0,
0,
{}
],
[
"C1D_L1_D2",
0,
0,
{}
],
[
"C1D_L1_D4",
0,
0,
{}
],
[
"C1D_L1_D8",
0,
0,
{}
],
[
"C1D_L1_D16",
0,
0,
{}
],
[
"C1D_L1_D32",
0,
0,
{}
],
[
"C1D_L1_D64",
0,
0,
{}
]
]
],
"name": "add_2"
},
{
"class_name": "BatchNormalization",
"config": {
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"beta_initializer": {
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"config": {}
},
"beta_regularizer": null,
"center": true,
"epsilon": 0.001,
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"AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/AACAPwAAgD8AAIA/"
],
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"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA",
"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA"
],
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]
},
"BN_L1": {
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],
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],
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],
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]
},
"BN_L2": {
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"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA",
"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA="
],
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],
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"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA",
"AAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAAA="
],
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]
},
"C1D_L0_D1": {
"bias": [
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],
"weights": [
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},
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"bias": [
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},
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],
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},
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],
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},
"C1D_L0_D4": {
"bias": [
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],
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},
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],
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},
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],
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},
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],
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},
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],
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