2023-09-02 06:15:32 +02:00
|
|
|
{
|
|
|
|
|
"modelTopology": {
|
|
|
|
|
"keras_version": "2.2.4",
|
|
|
|
|
"backend": "tensorflow",
|
|
|
|
|
"model_config": {
|
|
|
|
|
"class_name": "Model",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "model_1",
|
|
|
|
|
"layers": [
|
|
|
|
|
{
|
|
|
|
|
"name": "input_1",
|
|
|
|
|
"class_name": "InputLayer",
|
|
|
|
|
"config": {
|
|
|
|
|
"batch_input_shape": [null, 299, 299, 3],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"sparse": false,
|
|
|
|
|
"name": "input_1"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": []
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_1",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_1",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 32,
|
|
|
|
|
"kernel_size": [3, 3],
|
|
|
|
|
"strides": [2, 2],
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["input_1", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_1",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_1",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_1", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_2",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_2",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 32,
|
|
|
|
|
"kernel_size": [3, 3],
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_1", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_2",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_2",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_2",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_2",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_2", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_3",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_3",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 64,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_2", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_3",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_3",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_3",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_3",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_3", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "max_pooling2d_1",
|
|
|
|
|
"class_name": "MaxPooling2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "max_pooling2d_1",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"pool_size": [3, 3],
|
|
|
|
|
"padding": "valid",
|
|
|
|
|
"strides": [2, 2],
|
|
|
|
|
"data_format": "channels_last"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_3", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_4",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_4",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 80,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["max_pooling2d_1", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_4",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_4",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_4", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_4",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_4",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_4", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_5",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_5",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"kernel_size": [3, 3],
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_4", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_5",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_5",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_5", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_5",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_5",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_5", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "max_pooling2d_2",
|
|
|
|
|
"class_name": "MaxPooling2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "max_pooling2d_2",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"pool_size": [3, 3],
|
|
|
|
|
"padding": "valid",
|
|
|
|
|
"strides": [2, 2],
|
|
|
|
|
"data_format": "channels_last"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_5", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_9",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_9",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["max_pooling2d_2", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_9",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_9",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_9", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_9",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_9",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_9", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_7",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_7",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 48,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["max_pooling2d_2", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_10",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_10",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 96,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_9", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_7",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_7",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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": "batch_normalization_10",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_10",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_7",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_7",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_7", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_10",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_10",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_10", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "average_pooling2d_1",
|
|
|
|
|
"class_name": "AveragePooling2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "average_pooling2d_1",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"pool_size": [3, 3],
|
|
|
|
|
"padding": "same",
|
|
|
|
|
"strides": [1, 1],
|
|
|
|
|
"data_format": "channels_last"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["max_pooling2d_2", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_6",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_6",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["max_pooling2d_2", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_8",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_8",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 64,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_7", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_11",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_11",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 96,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_10", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_12",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_12",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["average_pooling2d_1", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_6",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_6",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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": "batch_normalization_8",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_8",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_8", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_11",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_11",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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": "batch_normalization_12",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_12",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_12", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_6",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_6",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_6", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_8",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_8",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_8", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_11",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_11",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_11", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_12",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_12",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_12", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "mixed0",
|
|
|
|
|
"class_name": "Concatenate",
|
|
|
|
|
"config": { "name": "mixed0", "trainable": false, "axis": 3 },
|
|
|
|
|
"inbound_nodes": [
|
|
|
|
|
[
|
|
|
|
|
["activation_6", 0, 0, {}],
|
|
|
|
|
["activation_8", 0, 0, {}],
|
|
|
|
|
["activation_11", 0, 0, {}],
|
|
|
|
|
["activation_12", 0, 0, {}]
|
|
|
|
|
]
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_16",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_16",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed0", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_16",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_16",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_16", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_16",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_16",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_16", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_14",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_14",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 48,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed0", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_17",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_17",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 96,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_16", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_14",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_14",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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": "batch_normalization_17",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_17",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_17", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_14",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_14",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_14", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_17",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_17",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_17", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "average_pooling2d_2",
|
|
|
|
|
"class_name": "AveragePooling2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "average_pooling2d_2",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"pool_size": [3, 3],
|
|
|
|
|
"padding": "same",
|
|
|
|
|
"strides": [1, 1],
|
|
|
|
|
"data_format": "channels_last"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed0", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_13",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_13",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed0", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_15",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_15",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 64,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_14", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_18",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_18",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 96,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_17", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_19",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_19",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["average_pooling2d_2", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_13",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_13",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_13", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_15",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_15",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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": "batch_normalization_18",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_18",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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": "batch_normalization_19",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_19",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_13",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_13",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_13", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_15",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_15",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_15", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_18",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_18",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_18", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_19",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_19",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_19", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "mixed1",
|
|
|
|
|
"class_name": "Concatenate",
|
|
|
|
|
"config": { "name": "mixed1", "trainable": false, "axis": 3 },
|
|
|
|
|
"inbound_nodes": [
|
|
|
|
|
[
|
|
|
|
|
["activation_13", 0, 0, {}],
|
|
|
|
|
["activation_15", 0, 0, {}],
|
|
|
|
|
["activation_18", 0, 0, {}],
|
|
|
|
|
["activation_19", 0, 0, {}]
|
|
|
|
|
]
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_23",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_23",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed1", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_23",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_23",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_23",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_23",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_23", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_21",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_21",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 48,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed1", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_24",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_24",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 96,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_23", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_21",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_21",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_21", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_24",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_24",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_24", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_21",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_21",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_21", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_24",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_24",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_24", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "average_pooling2d_3",
|
|
|
|
|
"class_name": "AveragePooling2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "average_pooling2d_3",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"pool_size": [3, 3],
|
|
|
|
|
"padding": "same",
|
|
|
|
|
"strides": [1, 1],
|
|
|
|
|
"data_format": "channels_last"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed1", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_20",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_20",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed1", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_22",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_22",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 64,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_21", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_25",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_25",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 96,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_24", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_26",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_26",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["average_pooling2d_3", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_20",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_20",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_20", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_22",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_22",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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": "batch_normalization_25",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_25",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_25", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_26",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_26",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_20",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_20",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_20", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_22",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_22",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_22", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_25",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_25",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_25", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_26",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_26",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_26", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "mixed2",
|
|
|
|
|
"class_name": "Concatenate",
|
|
|
|
|
"config": { "name": "mixed2", "trainable": false, "axis": 3 },
|
|
|
|
|
"inbound_nodes": [
|
|
|
|
|
[
|
|
|
|
|
["activation_20", 0, 0, {}],
|
|
|
|
|
["activation_22", 0, 0, {}],
|
|
|
|
|
["activation_25", 0, 0, {}],
|
|
|
|
|
["activation_26", 0, 0, {}]
|
|
|
|
|
]
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_28",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_28",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed2", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_28",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_28",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_28", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_28",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_28",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_28", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_29",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_29",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 96,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_28", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_29",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_29",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_29", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_29",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_29",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_29", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_27",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_27",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 384,
|
|
|
|
|
"kernel_size": [3, 3],
|
|
|
|
|
"strides": [2, 2],
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed2", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_30",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_30",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 96,
|
|
|
|
|
"kernel_size": [3, 3],
|
|
|
|
|
"strides": [2, 2],
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_29", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_27",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_27",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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": "batch_normalization_30",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_30",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_27",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_27",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_27", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_30",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_30",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_30", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "max_pooling2d_3",
|
|
|
|
|
"class_name": "MaxPooling2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "max_pooling2d_3",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"pool_size": [3, 3],
|
|
|
|
|
"padding": "valid",
|
|
|
|
|
"strides": [2, 2],
|
|
|
|
|
"data_format": "channels_last"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed2", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "mixed3",
|
|
|
|
|
"class_name": "Concatenate",
|
|
|
|
|
"config": { "name": "mixed3", "trainable": false, "axis": 3 },
|
|
|
|
|
"inbound_nodes": [
|
|
|
|
|
[
|
|
|
|
|
["activation_27", 0, 0, {}],
|
|
|
|
|
["activation_30", 0, 0, {}],
|
|
|
|
|
["max_pooling2d_3", 0, 0, {}]
|
|
|
|
|
]
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_35",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_35",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed3", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_35",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_35",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_35",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_35",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_35", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_36",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_36",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 128,
|
|
|
|
|
"kernel_size": [7, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_35", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_36",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_36",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_36", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_36",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_36",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_36", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_32",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_32",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed3", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_37",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_37",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 128,
|
|
|
|
|
"kernel_size": [1, 7],
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_36", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_32",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_32",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_32", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_37",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_37",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_37", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_32",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_32",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_32", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_37",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_37",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_37", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_33",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_33",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 128,
|
|
|
|
|
"kernel_size": [1, 7],
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_32", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_38",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_38",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 128,
|
|
|
|
|
"kernel_size": [7, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_37", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_33",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_33",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_33", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_38",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_38",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_33",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_33",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_33", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_38",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_38",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_38", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "average_pooling2d_4",
|
|
|
|
|
"class_name": "AveragePooling2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "average_pooling2d_4",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"pool_size": [3, 3],
|
|
|
|
|
"padding": "same",
|
|
|
|
|
"strides": [1, 1],
|
|
|
|
|
"data_format": "channels_last"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed3", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_31",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_31",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed3", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_34",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_34",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"kernel_size": [7, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_33", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_39",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_39",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"kernel_size": [1, 7],
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_38", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_40",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_40",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["average_pooling2d_4", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_31",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_31",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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": "batch_normalization_34",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_34",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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": "batch_normalization_39",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_39",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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": "batch_normalization_40",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_40",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_40", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_31",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_31",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_31", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_34",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_34",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_34", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_39",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_39",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_39", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_40",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_40",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_40", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "mixed4",
|
|
|
|
|
"class_name": "Concatenate",
|
|
|
|
|
"config": { "name": "mixed4", "trainable": false, "axis": 3 },
|
|
|
|
|
"inbound_nodes": [
|
|
|
|
|
[
|
|
|
|
|
["activation_31", 0, 0, {}],
|
|
|
|
|
["activation_34", 0, 0, {}],
|
|
|
|
|
["activation_39", 0, 0, {}],
|
|
|
|
|
["activation_40", 0, 0, {}]
|
|
|
|
|
]
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_45",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_45",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 160,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed4", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_45",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_45",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_45", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_45",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_45",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_45", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_46",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_46",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 160,
|
|
|
|
|
"kernel_size": [7, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_45", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_46",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_46",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_46",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_46",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_46", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_42",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_42",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 160,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed4", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_47",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_47",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 160,
|
|
|
|
|
"kernel_size": [1, 7],
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_46", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_42",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_42",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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": "batch_normalization_47",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_47",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_42",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_42",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_42", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_47",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_47",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_47", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_43",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_43",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 160,
|
|
|
|
|
"kernel_size": [1, 7],
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_42", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_48",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_48",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 160,
|
|
|
|
|
"kernel_size": [7, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_47", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_43",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_43",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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": "batch_normalization_48",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_48",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_48", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_43",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_43",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_43", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_48",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_48",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_48", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "average_pooling2d_5",
|
|
|
|
|
"class_name": "AveragePooling2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "average_pooling2d_5",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"pool_size": [3, 3],
|
|
|
|
|
"padding": "same",
|
|
|
|
|
"strides": [1, 1],
|
|
|
|
|
"data_format": "channels_last"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed4", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_41",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_41",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed4", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_44",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_44",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"kernel_size": [7, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_43", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_49",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_49",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"kernel_size": [1, 7],
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_48", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_50",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_50",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["average_pooling2d_5", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_41",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_41",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_41", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_44",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_44",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_44", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_49",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_49",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_49", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_50",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_50",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_41",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_41",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_41", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_44",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_44",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_44", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_49",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_49",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_49", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_50",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_50",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_50", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "mixed5",
|
|
|
|
|
"class_name": "Concatenate",
|
|
|
|
|
"config": { "name": "mixed5", "trainable": false, "axis": 3 },
|
|
|
|
|
"inbound_nodes": [
|
|
|
|
|
[
|
|
|
|
|
["activation_41", 0, 0, {}],
|
|
|
|
|
["activation_44", 0, 0, {}],
|
|
|
|
|
["activation_49", 0, 0, {}],
|
|
|
|
|
["activation_50", 0, 0, {}]
|
|
|
|
|
]
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_55",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_55",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"filters": 160,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed5", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_55",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_55",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_55", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_55",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_55",
|
|
|
|
|
"trainable": false,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_55", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_56",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_56",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 160,
|
|
|
|
|
"kernel_size": [7, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_55", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_56",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_56",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_56", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_56",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_56",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_56", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_52",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_52",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 160,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed5", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_57",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_57",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 160,
|
|
|
|
|
"kernel_size": [1, 7],
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_56", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_52",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_52",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_52", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_57",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_57",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_57", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_52",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_52",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_52", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_57",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_57",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_57", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_53",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_53",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 160,
|
|
|
|
|
"kernel_size": [1, 7],
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_52", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_58",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_58",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 160,
|
|
|
|
|
"kernel_size": [7, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_57", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_53",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_53",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_53", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_58",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_58",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_58", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_53",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_53",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_53", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_58",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_58",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_58", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "average_pooling2d_6",
|
|
|
|
|
"class_name": "AveragePooling2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "average_pooling2d_6",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"pool_size": [3, 3],
|
|
|
|
|
"padding": "same",
|
|
|
|
|
"strides": [1, 1],
|
|
|
|
|
"data_format": "channels_last"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed5", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_51",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_51",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed5", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_54",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_54",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"kernel_size": [7, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_53", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_59",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_59",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"kernel_size": [1, 7],
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_58", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_60",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_60",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["average_pooling2d_6", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_51",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_51",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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": "batch_normalization_54",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_54",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_54", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_59",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_59",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_59", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_60",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_60",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_60", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_51",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_51",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_51", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_54",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_54",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_54", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_59",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_59",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_59", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_60",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_60",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_60", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "mixed6",
|
|
|
|
|
"class_name": "Concatenate",
|
|
|
|
|
"config": { "name": "mixed6", "trainable": true, "axis": 3 },
|
|
|
|
|
"inbound_nodes": [
|
|
|
|
|
[
|
|
|
|
|
["activation_51", 0, 0, {}],
|
|
|
|
|
["activation_54", 0, 0, {}],
|
|
|
|
|
["activation_59", 0, 0, {}],
|
|
|
|
|
["activation_60", 0, 0, {}]
|
|
|
|
|
]
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_65",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_65",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed6", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_65",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_65",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_65", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_65",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_65",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_65", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_66",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_66",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"kernel_size": [7, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_65", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_66",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_66",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_66", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_66",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_66",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_66", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_62",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_62",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed6", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_67",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_67",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"kernel_size": [1, 7],
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_66", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_62",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_62",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_62", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_67",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_67",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_67", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_62",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_62",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_62", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_67",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_67",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_67", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_63",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_63",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"kernel_size": [1, 7],
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_62", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_68",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_68",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"kernel_size": [7, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_67", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_63",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_63",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_63", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_68",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_68",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_68", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_63",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_63",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_63", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_68",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_68",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_68", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "average_pooling2d_7",
|
|
|
|
|
"class_name": "AveragePooling2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "average_pooling2d_7",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"pool_size": [3, 3],
|
|
|
|
|
"padding": "same",
|
|
|
|
|
"strides": [1, 1],
|
|
|
|
|
"data_format": "channels_last"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed6", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_61",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_61",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed6", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_64",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_64",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"kernel_size": [7, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_63", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_69",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_69",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"kernel_size": [1, 7],
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_68", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_70",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_70",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["average_pooling2d_7", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_61",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_61",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_61", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_64",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_64",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_64", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_69",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_69",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_69", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_70",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_70",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_70", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_61",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_61",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_61", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_64",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_64",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_64", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_69",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_69",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_69", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_70",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_70",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_70", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "mixed7",
|
|
|
|
|
"class_name": "Concatenate",
|
|
|
|
|
"config": { "name": "mixed7", "trainable": true, "axis": 3 },
|
|
|
|
|
"inbound_nodes": [
|
|
|
|
|
[
|
|
|
|
|
["activation_61", 0, 0, {}],
|
|
|
|
|
["activation_64", 0, 0, {}],
|
|
|
|
|
["activation_69", 0, 0, {}],
|
|
|
|
|
["activation_70", 0, 0, {}]
|
|
|
|
|
]
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_73",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_73",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed7", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_73",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_73",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_73", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_73",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_73",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_73", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_74",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_74",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"kernel_size": [1, 7],
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_73", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_74",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_74",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_74", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_74",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_74",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_74", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_71",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_71",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed7", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_75",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_75",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"kernel_size": [7, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_74", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_71",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_71",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_71", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_75",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_75",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_75", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_71",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_71",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_71", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_75",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_75",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_75", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_72",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_72",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 320,
|
|
|
|
|
"kernel_size": [3, 3],
|
|
|
|
|
"strides": [2, 2],
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_71", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_76",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_76",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"kernel_size": [3, 3],
|
|
|
|
|
"strides": [2, 2],
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_75", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_72",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_72",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_72", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_76",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_76",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_76", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_72",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_72",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_72", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_76",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_76",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_76", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "max_pooling2d_4",
|
|
|
|
|
"class_name": "MaxPooling2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "max_pooling2d_4",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"pool_size": [3, 3],
|
|
|
|
|
"padding": "valid",
|
|
|
|
|
"strides": [2, 2],
|
|
|
|
|
"data_format": "channels_last"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed7", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "mixed8",
|
|
|
|
|
"class_name": "Concatenate",
|
|
|
|
|
"config": { "name": "mixed8", "trainable": true, "axis": 3 },
|
|
|
|
|
"inbound_nodes": [
|
|
|
|
|
[
|
|
|
|
|
["activation_72", 0, 0, {}],
|
|
|
|
|
["activation_76", 0, 0, {}],
|
|
|
|
|
["max_pooling2d_4", 0, 0, {}]
|
|
|
|
|
]
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_81",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_81",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 448,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed8", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_81",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_81",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_81", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_81",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_81",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_81", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_78",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_78",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 384,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed8", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_82",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_82",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 384,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_81", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_78",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_78",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_78", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_82",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_82",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_82", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_78",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_78",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_78", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_82",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_82",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_82", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_79",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_79",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 384,
|
|
|
|
|
"kernel_size": [1, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_78", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_80",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_80",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 384,
|
|
|
|
|
"kernel_size": [3, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_78", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_83",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_83",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 384,
|
|
|
|
|
"kernel_size": [1, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_82", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_84",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_84",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 384,
|
|
|
|
|
"kernel_size": [3, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_82", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "average_pooling2d_8",
|
|
|
|
|
"class_name": "AveragePooling2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "average_pooling2d_8",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"pool_size": [3, 3],
|
|
|
|
|
"padding": "same",
|
|
|
|
|
"strides": [1, 1],
|
|
|
|
|
"data_format": "channels_last"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed8", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_77",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_77",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 320,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed8", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_79",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_79",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_79", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_80",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_80",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_80", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_83",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_83",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_83", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_84",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_84",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_84", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_85",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_85",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["average_pooling2d_8", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_77",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_77",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_77", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_79",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_79",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_79", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_80",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_80",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_80", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_83",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_83",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_83", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_84",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_84",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_84", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_85",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_85",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_85", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_77",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_77",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_77", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "mixed9_0",
|
|
|
|
|
"class_name": "Concatenate",
|
|
|
|
|
"config": { "name": "mixed9_0", "trainable": true, "axis": 3 },
|
|
|
|
|
"inbound_nodes": [
|
|
|
|
|
[["activation_79", 0, 0, {}], ["activation_80", 0, 0, {}]]
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "concatenate_1",
|
|
|
|
|
"class_name": "Concatenate",
|
|
|
|
|
"config": { "name": "concatenate_1", "trainable": true, "axis": 3 },
|
|
|
|
|
"inbound_nodes": [
|
|
|
|
|
[["activation_83", 0, 0, {}], ["activation_84", 0, 0, {}]]
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_85",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_85",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_85", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "mixed9",
|
|
|
|
|
"class_name": "Concatenate",
|
|
|
|
|
"config": { "name": "mixed9", "trainable": true, "axis": 3 },
|
|
|
|
|
"inbound_nodes": [
|
|
|
|
|
[
|
|
|
|
|
["activation_77", 0, 0, {}],
|
|
|
|
|
["mixed9_0", 0, 0, {}],
|
|
|
|
|
["concatenate_1", 0, 0, {}],
|
|
|
|
|
["activation_85", 0, 0, {}]
|
|
|
|
|
]
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_90",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_90",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 448,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed9", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_90",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_90",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_90", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_90",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_90",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_90", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_87",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_87",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 384,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed9", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_91",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_91",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 384,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_90", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_87",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_87",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_87", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_91",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_91",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_91", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_87",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_87",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_87", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_91",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_91",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_91", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_88",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_88",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 384,
|
|
|
|
|
"kernel_size": [1, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_87", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_89",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_89",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 384,
|
|
|
|
|
"kernel_size": [3, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_87", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_92",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_92",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 384,
|
|
|
|
|
"kernel_size": [1, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_91", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_93",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_93",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 384,
|
|
|
|
|
"kernel_size": [3, 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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["activation_91", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "average_pooling2d_9",
|
|
|
|
|
"class_name": "AveragePooling2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "average_pooling2d_9",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"pool_size": [3, 3],
|
|
|
|
|
"padding": "same",
|
|
|
|
|
"strides": [1, 1],
|
|
|
|
|
"data_format": "channels_last"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed9", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_86",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_86",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 320,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed9", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_88",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_88",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_88", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_89",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_89",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_89", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_92",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_92",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_92", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_93",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_93",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_93", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_94",
|
|
|
|
|
"class_name": "Conv2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "conv2d_94",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"filters": 192,
|
|
|
|
|
"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": null,
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["average_pooling2d_9", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_86",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_86",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_86", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_88",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_88",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_88", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_89",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_89",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_89", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_92",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_92",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_92", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_93",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_93",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_93", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_94",
|
|
|
|
|
"class_name": "BatchNormalization",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "batch_normalization_94",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"axis": 3,
|
|
|
|
|
"momentum": 0.99,
|
|
|
|
|
"epsilon": 0.001,
|
|
|
|
|
"center": true,
|
|
|
|
|
"scale": false,
|
|
|
|
|
"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_94", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_86",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_86",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_86", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "mixed9_1",
|
|
|
|
|
"class_name": "Concatenate",
|
|
|
|
|
"config": { "name": "mixed9_1", "trainable": true, "axis": 3 },
|
|
|
|
|
"inbound_nodes": [
|
|
|
|
|
[["activation_88", 0, 0, {}], ["activation_89", 0, 0, {}]]
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "concatenate_2",
|
|
|
|
|
"class_name": "Concatenate",
|
|
|
|
|
"config": { "name": "concatenate_2", "trainable": true, "axis": 3 },
|
|
|
|
|
"inbound_nodes": [
|
|
|
|
|
[["activation_92", 0, 0, {}], ["activation_93", 0, 0, {}]]
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "activation_94",
|
|
|
|
|
"class_name": "Activation",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "activation_94",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"activation": "relu"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["batch_normalization_94", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "mixed10",
|
|
|
|
|
"class_name": "Concatenate",
|
|
|
|
|
"config": { "name": "mixed10", "trainable": true, "axis": 3 },
|
|
|
|
|
"inbound_nodes": [
|
|
|
|
|
[
|
|
|
|
|
["activation_86", 0, 0, {}],
|
|
|
|
|
["mixed9_1", 0, 0, {}],
|
|
|
|
|
["concatenate_2", 0, 0, {}],
|
|
|
|
|
["activation_94", 0, 0, {}]
|
|
|
|
|
]
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "average_pooling2d_10",
|
|
|
|
|
"class_name": "AveragePooling2D",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "average_pooling2d_10",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"pool_size": [8, 8],
|
|
|
|
|
"padding": "valid",
|
|
|
|
|
"strides": [8, 8],
|
|
|
|
|
"data_format": "channels_last"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["mixed10", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "flatten_1",
|
|
|
|
|
"class_name": "Flatten",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "flatten_1",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"data_format": "channels_last"
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["average_pooling2d_10", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "dense_1",
|
|
|
|
|
"class_name": "Dense",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "dense_1",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"units": 256,
|
|
|
|
|
"activation": "relu",
|
|
|
|
|
"use_bias": true,
|
|
|
|
|
"kernel_initializer": {
|
|
|
|
|
"class_name": "VarianceScaling",
|
|
|
|
|
"config": {
|
|
|
|
|
"scale": 2.0,
|
|
|
|
|
"mode": "fan_in",
|
|
|
|
|
"distribution": "normal",
|
|
|
|
|
"seed": null
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"bias_initializer": { "class_name": "Zeros", "config": {} },
|
|
|
|
|
"kernel_regularizer": {
|
|
|
|
|
"class_name": "L1L2",
|
|
|
|
|
"config": { "l1": 0.0, "l2": 0.0005000000237487257 }
|
|
|
|
|
},
|
|
|
|
|
"bias_regularizer": null,
|
|
|
|
|
"activity_regularizer": null,
|
|
|
|
|
"kernel_constraint": null,
|
|
|
|
|
"bias_constraint": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["flatten_1", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "dropout_2",
|
|
|
|
|
"class_name": "Dropout",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "dropout_2",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"rate": 0.5,
|
|
|
|
|
"noise_shape": null,
|
|
|
|
|
"seed": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["dense_1", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "dense_2",
|
|
|
|
|
"class_name": "Dense",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "dense_2",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"units": 128,
|
|
|
|
|
"activation": "relu",
|
|
|
|
|
"use_bias": true,
|
|
|
|
|
"kernel_initializer": {
|
|
|
|
|
"class_name": "VarianceScaling",
|
|
|
|
|
"config": {
|
|
|
|
|
"scale": 2.0,
|
|
|
|
|
"mode": "fan_in",
|
|
|
|
|
"distribution": "normal",
|
|
|
|
|
"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": [[["dropout_2", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "dropout_3",
|
|
|
|
|
"class_name": "Dropout",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "dropout_3",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"rate": 0.25,
|
|
|
|
|
"noise_shape": null,
|
|
|
|
|
"seed": null
|
|
|
|
|
},
|
|
|
|
|
"inbound_nodes": [[["dense_2", 0, 0, {}]]]
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "dense_3",
|
|
|
|
|
"class_name": "Dense",
|
|
|
|
|
"config": {
|
|
|
|
|
"name": "dense_3",
|
|
|
|
|
"trainable": true,
|
|
|
|
|
"units": 5,
|
|
|
|
|
"activation": "softmax",
|
|
|
|
|
"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": [[["dropout_3", 0, 0, {}]]]
|
|
|
|
|
}
|
|
|
|
|
],
|
|
|
|
|
"input_layers": [["input_1", 0, 0]],
|
|
|
|
|
"output_layers": [["dense_3", 0, 0]]
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"training_config": {
|
|
|
|
|
"optimizer_config": {
|
|
|
|
|
"class_name": "SGD",
|
|
|
|
|
"config": {
|
|
|
|
|
"lr": 8.999999749903509e-7,
|
|
|
|
|
"momentum": 0.8999999761581421,
|
|
|
|
|
"decay": 0.0,
|
|
|
|
|
"nesterov": false
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"loss": "categorical_crossentropy",
|
|
|
|
|
"metrics": ["accuracy"],
|
|
|
|
|
"sample_weight_mode": null,
|
|
|
|
|
"loss_weights": null
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
"weightsManifest": [
|
|
|
|
|
{
|
|
|
|
|
"paths": [
|
|
|
|
|
"group1-shard1of6",
|
|
|
|
|
"group1-shard2of6",
|
|
|
|
|
"group1-shard3of6",
|
|
|
|
|
"group1-shard4of6",
|
|
|
|
|
"group1-shard5of6",
|
|
|
|
|
"group1-shard6of6"
|
|
|
|
|
],
|
|
|
|
|
"weights": [
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_1/beta",
|
|
|
|
|
"shape": [32],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.4470329237919228,
|
|
|
|
|
"scale": 0.022262044981414198,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_1/moving_mean",
|
|
|
|
|
"shape": [32],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.3392340445051008,
|
|
|
|
|
"scale": 0.009048878679088518,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_1/moving_variance",
|
|
|
|
|
"shape": [32],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.0029792252462357283,
|
|
|
|
|
"scale": 0.002011585912174162,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_10/beta",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.3942089782041662,
|
|
|
|
|
"scale": 0.013152914888718548,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_10/moving_mean",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -3.4377058178770774,
|
|
|
|
|
"scale": 0.022322765051149853,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_10/moving_variance",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.32849419116973877,
|
|
|
|
|
"scale": 0.0067040401346543255,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_11/beta",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.516452667759914,
|
|
|
|
|
"scale": 0.019195603389366,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_11/moving_mean",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.7463201915516575,
|
|
|
|
|
"scale": 0.01830880127701105,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_11/moving_variance",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.2191103845834732,
|
|
|
|
|
"scale": 0.01466470086107067,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_12/beta",
|
|
|
|
|
"shape": [32],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.301803892734004,
|
|
|
|
|
"scale": 0.006319436372495165,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_12/moving_mean",
|
|
|
|
|
"shape": [32],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -4.4007081592784205,
|
|
|
|
|
"scale": 0.034114016738592406,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_12/moving_variance",
|
|
|
|
|
"shape": [32],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.16819331049919128,
|
|
|
|
|
"scale": 0.005921194716995838,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_13/beta",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.4739857888689228,
|
|
|
|
|
"scale": 0.016928063888175814,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_13/moving_mean",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -3.5917917167439177,
|
|
|
|
|
"scale": 0.04128496226142434,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_13/moving_variance",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.4459476172924042,
|
|
|
|
|
"scale": 0.023625042976117602,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_14/beta",
|
|
|
|
|
"shape": [48],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.0772361334632425,
|
|
|
|
|
"scale": 0.00979305575875675,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_14/moving_mean",
|
|
|
|
|
"shape": [48],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -3.953980264476701,
|
|
|
|
|
"scale": 0.03350830732607374,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_14/moving_variance",
|
|
|
|
|
"shape": [48],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.24940407276153564,
|
|
|
|
|
"scale": 0.0058701262754552504,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_15/beta",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.35126254418317,
|
|
|
|
|
"scale": 0.01571235516492058,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_15/moving_mean",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -4.0795912321876076,
|
|
|
|
|
"scale": 0.020920980677885167,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_15/moving_variance",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.49905598163604736,
|
|
|
|
|
"scale": 0.01223441152011647,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_16/beta",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.1064918892056335,
|
|
|
|
|
"scale": 0.01286618475820504,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_16/moving_mean",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -3.809274101257324,
|
|
|
|
|
"scale": 0.03527105649312337,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_16/moving_variance",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.19940871000289917,
|
|
|
|
|
"scale": 0.009950414592144536,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_17/beta",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.0270998253541834,
|
|
|
|
|
"scale": 0.014376594506058039,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_17/moving_mean",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -3.1735796909706266,
|
|
|
|
|
"scale": 0.018031702789605832,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_17/moving_variance",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.2549457848072052,
|
|
|
|
|
"scale": 0.008325207350300807,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_18/beta",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.1231734135571645,
|
|
|
|
|
"scale": 0.016458708632226083,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_18/moving_mean",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.3713552848965516,
|
|
|
|
|
"scale": 0.009657431583778532,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_18/moving_variance",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.1513037383556366,
|
|
|
|
|
"scale": 0.0068373657909094115,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_19/beta",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.4365768666360892,
|
|
|
|
|
"scale": 0.006776305974698534,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_19/moving_mean",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.476449997284833,
|
|
|
|
|
"scale": 0.015673734160030588,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_19/moving_variance",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.09515814483165741,
|
|
|
|
|
"scale": 0.0020481755336125692,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_2/beta",
|
|
|
|
|
"shape": [32],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -3.4433995106640984,
|
|
|
|
|
"scale": 0.02125555253496357,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_2/moving_mean",
|
|
|
|
|
"shape": [32],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -5.612242926803289,
|
|
|
|
|
"scale": 0.04526002360325233,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_2/moving_variance",
|
|
|
|
|
"shape": [32],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 1.6788238754359384e-14,
|
|
|
|
|
"scale": 0.036660007402008594,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_20/beta",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.8893205343508253,
|
|
|
|
|
"scale": 0.02021183032615512,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_20/moving_mean",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -3.9672318907345043,
|
|
|
|
|
"scale": 0.026625717387479896,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_20/moving_variance",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.420120507478714,
|
|
|
|
|
"scale": 0.012815360345092475,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_21/beta",
|
|
|
|
|
"shape": [48],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.9888528188069662,
|
|
|
|
|
"scale": 0.007270976608874751,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_21/moving_mean",
|
|
|
|
|
"shape": [48],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.3340306749530866,
|
|
|
|
|
"scale": 0.017954082115023744,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_21/moving_variance",
|
|
|
|
|
"shape": [48],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.28571629524230957,
|
|
|
|
|
"scale": 0.0053000637129241345,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_22/beta",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.415032872031717,
|
|
|
|
|
"scale": 0.016453870605019964,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_22/moving_mean",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.3663464188575745,
|
|
|
|
|
"scale": 0.011214911937713623,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_22/moving_variance",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.8183495402336121,
|
|
|
|
|
"scale": 0.01016303815093695,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_23/beta",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.8289626280466715,
|
|
|
|
|
"scale": 0.012190626883039287,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_23/moving_mean",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -3.606444087682986,
|
|
|
|
|
"scale": 0.03370508493161669,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_23/moving_variance",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.28999996185302734,
|
|
|
|
|
"scale": 0.007630550160127527,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_24/beta",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.7479860670426313,
|
|
|
|
|
"scale": 0.011972507308511173,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_24/moving_mean",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.6063279857822492,
|
|
|
|
|
"scale": 0.009504899324155321,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_24/moving_variance",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.24551624059677124,
|
|
|
|
|
"scale": 0.013059020743650548,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_25/beta",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.283474132126453,
|
|
|
|
|
"scale": 0.009368424322090898,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_25/moving_mean",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.5872352920326533,
|
|
|
|
|
"scale": 0.007117647049473781,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_25/moving_variance",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.39823248982429504,
|
|
|
|
|
"scale": 0.004755370172799802,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_26/beta",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.5112898941425716,
|
|
|
|
|
"scale": 0.0061685301801737615,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_26/moving_mean",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.16122173982508,
|
|
|
|
|
"scale": 0.01637289196837182,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_26/moving_variance",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.11441070586442947,
|
|
|
|
|
"scale": 0.004070372412017747,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_27/beta",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.3188155637067907,
|
|
|
|
|
"scale": 0.007579399791418338,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_27/moving_mean",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -5.909318789313821,
|
|
|
|
|
"scale": 0.03517451660305846,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_27/moving_variance",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.2954988181591034,
|
|
|
|
|
"scale": 0.006337425404903936,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_28/beta",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.0164603177238913,
|
|
|
|
|
"scale": 0.006515771267460842,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_28/moving_mean",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.281826620943406,
|
|
|
|
|
"scale": 0.015522630074444939,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_28/moving_variance",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.1750023365020752,
|
|
|
|
|
"scale": 0.002921118923262054,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_29/beta",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.9762367010116577,
|
|
|
|
|
"scale": 0.005986429195778043,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_29/moving_mean",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.1413830504697913,
|
|
|
|
|
"scale": 0.009058595638649136,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_29/moving_variance",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.20233316719532013,
|
|
|
|
|
"scale": 0.002113556335954105,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_3/beta",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.6871745165656593,
|
|
|
|
|
"scale": 0.02020431967342601,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_3/moving_mean",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -5.694581502091651,
|
|
|
|
|
"scale": 0.028190997535107183,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_3/moving_variance",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.14262264966964722,
|
|
|
|
|
"scale": 0.019136658135582418,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_30/beta",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.6150621568455416,
|
|
|
|
|
"scale": 0.007410387431873995,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_30/moving_mean",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.5138443261969323,
|
|
|
|
|
"scale": 0.003593316966412114,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_30/moving_variance",
|
|
|
|
|
"shape": [96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.09833530336618423,
|
|
|
|
|
"scale": 0.0014371293140392678,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_31/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.0016017801621382,
|
|
|
|
|
"scale": 0.016693363002702303,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_31/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.9536140198801077,
|
|
|
|
|
"scale": 0.02786428320641611,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_31/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.3321317434310913,
|
|
|
|
|
"scale": 0.025618675175835104,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_32/beta",
|
|
|
|
|
"shape": [128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.482565550593769,
|
|
|
|
|
"scale": 0.006832099311492023,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_32/moving_mean",
|
|
|
|
|
"shape": [128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.2532974004745485,
|
|
|
|
|
"scale": 0.014727433990029728,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_32/moving_variance",
|
|
|
|
|
"shape": [128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.3239896297454834,
|
|
|
|
|
"scale": 0.0061596725501266185,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_33/beta",
|
|
|
|
|
"shape": [128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.2625880390990014,
|
|
|
|
|
"scale": 0.008306500257230273,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_33/moving_mean",
|
|
|
|
|
"shape": [128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.495534519588246,
|
|
|
|
|
"scale": 0.00826262165518368,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_33/moving_variance",
|
|
|
|
|
"shape": [128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.2597413659095764,
|
|
|
|
|
"scale": 0.003397520149455351,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_34/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.500122459262025,
|
|
|
|
|
"scale": 0.008523423063988778,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_34/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.1041239532769898,
|
|
|
|
|
"scale": 0.012233278798122032,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_34/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.16395790874958038,
|
|
|
|
|
"scale": 0.0040355992667815265,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_35/beta",
|
|
|
|
|
"shape": [128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.0832286638372086,
|
|
|
|
|
"scale": 0.012171108582440545,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_35/moving_mean",
|
|
|
|
|
"shape": [128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.395103445240095,
|
|
|
|
|
"scale": 0.023253431507185392,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_35/moving_variance",
|
|
|
|
|
"shape": [128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.16777288913726807,
|
|
|
|
|
"scale": 0.019797573370092057,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_36/beta",
|
|
|
|
|
"shape": [128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.8138037962072036,
|
|
|
|
|
"scale": 0.013143505769617416,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_36/moving_mean",
|
|
|
|
|
"shape": [128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.310854683670343,
|
|
|
|
|
"scale": 0.01057140873927696,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_36/moving_variance",
|
|
|
|
|
"shape": [128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.1670084297657013,
|
|
|
|
|
"scale": 0.006697891623366113,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_37/beta",
|
|
|
|
|
"shape": [128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.9430689110475428,
|
|
|
|
|
"scale": 0.011776175218469956,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_37/moving_mean",
|
|
|
|
|
"shape": [128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.7351032495498657,
|
|
|
|
|
"scale": 0.010206489703234504,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_37/moving_variance",
|
|
|
|
|
"shape": [128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.19027358293533325,
|
|
|
|
|
"scale": 0.005742954974081002,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_38/beta",
|
|
|
|
|
"shape": [128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.3741615199575237,
|
|
|
|
|
"scale": 0.009222560536627676,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_38/moving_mean",
|
|
|
|
|
"shape": [128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.8390505080129587,
|
|
|
|
|
"scale": 0.011941886415668563,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_38/moving_variance",
|
|
|
|
|
"shape": [128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.14841628074645996,
|
|
|
|
|
"scale": 0.004146125737358542,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_39/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.787621801039752,
|
|
|
|
|
"scale": 0.00907422234030331,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_39/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -3.0378903204319525,
|
|
|
|
|
"scale": 0.014397584457023471,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_39/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.13926127552986145,
|
|
|
|
|
"scale": 0.010081140550912596,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_4/beta",
|
|
|
|
|
"shape": [80],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.619629228816313,
|
|
|
|
|
"scale": 0.021595056384217506,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_4/moving_mean",
|
|
|
|
|
"shape": [80],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -7.642285971548042,
|
|
|
|
|
"scale": 0.048676980710497086,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_4/moving_variance",
|
|
|
|
|
"shape": [80],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.1652865707874298,
|
|
|
|
|
"scale": 0.027933618017271452,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_40/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.2992442846298218,
|
|
|
|
|
"scale": 0.00419156878602271,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_40/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.384939792109471,
|
|
|
|
|
"scale": 0.017035284229353364,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_40/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.06725674867630005,
|
|
|
|
|
"scale": 0.002992297387590595,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_41/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.8896247265385646,
|
|
|
|
|
"scale": 0.013900386352165072,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_41/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.1002823920810925,
|
|
|
|
|
"scale": 0.007588154428145465,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_41/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.22883667051792145,
|
|
|
|
|
"scale": 0.0062419147468080706,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_42/beta",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.4175063925630906,
|
|
|
|
|
"scale": 0.00800851069244684,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_42/moving_mean",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.06603368918101,
|
|
|
|
|
"scale": 0.006922296682993571,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_42/moving_variance",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.16725388169288635,
|
|
|
|
|
"scale": 0.007173216927285288,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_43/beta",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.2026210822311103,
|
|
|
|
|
"scale": 0.006756298214781518,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_43/moving_mean",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.1263628791360294,
|
|
|
|
|
"scale": 0.00879970999325023,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_43/moving_variance",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.1858157068490982,
|
|
|
|
|
"scale": 0.0035367338680753523,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_44/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.6851831992467243,
|
|
|
|
|
"scale": 0.007625263345007803,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_44/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.3855730304531024,
|
|
|
|
|
"scale": 0.009968151298223758,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_44/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.23984774947166443,
|
|
|
|
|
"scale": 0.004611740509668986,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_45/beta",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.198061533535228,
|
|
|
|
|
"scale": 0.009740337671018114,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_45/moving_mean",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.954274336496989,
|
|
|
|
|
"scale": 0.022991462782317517,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_45/moving_variance",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.12165232747793198,
|
|
|
|
|
"scale": 0.004625043360625997,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_46/beta",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.2301660285276526,
|
|
|
|
|
"scale": 0.01079093007480397,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_46/moving_mean",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.2148393953547758,
|
|
|
|
|
"scale": 0.008098929302365172,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_46/moving_variance",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.0945582166314125,
|
|
|
|
|
"scale": 0.009077410692093418,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_47/beta",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.4696354982899684,
|
|
|
|
|
"scale": 0.009481519343806248,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_47/moving_mean",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.1994350405300365,
|
|
|
|
|
"scale": 0.007014240003099629,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_47/moving_variance",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.11140790581703186,
|
|
|
|
|
"scale": 0.005514528120265288,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_48/beta",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.5309041387894575,
|
|
|
|
|
"scale": 0.010206027591929717,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_48/moving_mean",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.9451826843560909,
|
|
|
|
|
"scale": 0.012311282812380323,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_48/moving_variance",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.10514998435974121,
|
|
|
|
|
"scale": 0.005894911055471383,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_49/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.14061705271403,
|
|
|
|
|
"scale": 0.010442034403483073,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_49/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.2268771409988406,
|
|
|
|
|
"scale": 0.014554752555547976,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_49/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.11649957299232483,
|
|
|
|
|
"scale": 0.012523744971144434,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_5/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.2072101817411534,
|
|
|
|
|
"scale": 0.01676680807973824,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_5/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -12.276217052983302,
|
|
|
|
|
"scale": 0.11804054858637791,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_5/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.5460559725761414,
|
|
|
|
|
"scale": 0.024879303399254295,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_50/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.4464423656463623,
|
|
|
|
|
"scale": 0.00563175964954437,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_50/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.8957669398363899,
|
|
|
|
|
"scale": 0.0060524793232188505,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_50/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.07341840118169785,
|
|
|
|
|
"scale": 0.0036757070936408696,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_51/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.0999449000639074,
|
|
|
|
|
"scale": 0.008942641463934206,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_51/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.029522571142982,
|
|
|
|
|
"scale": 0.011090287274005366,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_51/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.3355939984321594,
|
|
|
|
|
"scale": 0.006160175800323487,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_52/beta",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.524581991223728,
|
|
|
|
|
"scale": 0.007699909046584485,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_52/moving_mean",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.118796606624828,
|
|
|
|
|
"scale": 0.013582029529646331,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_52/moving_variance",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.23068301379680634,
|
|
|
|
|
"scale": 0.006010897311509824,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_53/beta",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.376077589334226,
|
|
|
|
|
"scale": 0.007954205718694948,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_53/moving_mean",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.1059657826143152,
|
|
|
|
|
"scale": 0.006912286141339471,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_53/moving_variance",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.23038174211978912,
|
|
|
|
|
"scale": 0.0036060267219356463,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_54/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.395288348197937,
|
|
|
|
|
"scale": 0.005394561647200117,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_54/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.3039465614393644,
|
|
|
|
|
"scale": 0.009118507422652898,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_54/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.21060386300086975,
|
|
|
|
|
"scale": 0.0029812921495998607,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_55/beta",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.5728507976905972,
|
|
|
|
|
"scale": 0.007748033486160578,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_55/moving_mean",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.1225942415349623,
|
|
|
|
|
"scale": 0.00870228094213149,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_55/moving_variance",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.149143785238266,
|
|
|
|
|
"scale": 0.0036947704997717166,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_56/beta",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.4110212517719645,
|
|
|
|
|
"scale": 0.007882800289228852,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_56/moving_mean",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.3976049315695669,
|
|
|
|
|
"scale": 0.010508307756162157,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_56/moving_variance",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.16969893872737885,
|
|
|
|
|
"scale": 0.005670124467681436,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_57/beta",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.037970177566304,
|
|
|
|
|
"scale": 0.008938465691080281,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_57/moving_mean",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.0804866949717207,
|
|
|
|
|
"scale": 0.012238157029245415,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_57/moving_variance",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.3031127452850342,
|
|
|
|
|
"scale": 0.009343819524727615,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_58/beta",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.1626297235488892,
|
|
|
|
|
"scale": 0.008018136024475098,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_58/moving_mean",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.1574389139811199,
|
|
|
|
|
"scale": 0.00890337626139323,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_58/moving_variance",
|
|
|
|
|
"shape": [160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.20891253650188446,
|
|
|
|
|
"scale": 0.008950928437943552,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_59/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.5612965036841,
|
|
|
|
|
"scale": 0.008578552218044506,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_59/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.9308635936063876,
|
|
|
|
|
"scale": 0.01526491455003327,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_59/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.35770270228385925,
|
|
|
|
|
"scale": 0.015598084061753515,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_6/beta",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.4988247050958522,
|
|
|
|
|
"scale": 0.018474989077624154,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_6/moving_mean",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -4.639463159149768,
|
|
|
|
|
"scale": 0.0473414608076507,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_6/moving_variance",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.5386254787445068,
|
|
|
|
|
"scale": 0.025258790745454677,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_60/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.5135674476623535,
|
|
|
|
|
"scale": 0.0047089920324437755,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_60/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.219797550346337,
|
|
|
|
|
"scale": 0.006386374609143126,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_60/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.13531571626663208,
|
|
|
|
|
"scale": 0.002973755434447644,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_61/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.5758512195418863,
|
|
|
|
|
"scale": 0.006677335676024942,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_61/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.3910136437883565,
|
|
|
|
|
"scale": 0.008040541293574314,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_61/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.27678921818733215,
|
|
|
|
|
"scale": 0.005867989741119684,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_62/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.7731781005859375,
|
|
|
|
|
"scale": 0.005797953932893042,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_62/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.1186937569403181,
|
|
|
|
|
"scale": 0.006180628491382973,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_62/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.2029876708984375,
|
|
|
|
|
"scale": 0.003584029627781288,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_63/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.1662906955270207,
|
|
|
|
|
"scale": 0.007199325281030991,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_63/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.5863659428615197,
|
|
|
|
|
"scale": 0.005235410204120711,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_63/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.09435708075761795,
|
|
|
|
|
"scale": 0.0028266684389581867,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_64/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.0544645720837162,
|
|
|
|
|
"scale": 0.018343433679318896,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_64/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.3606223686068666,
|
|
|
|
|
"scale": 0.011803111843034333,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_64/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.24856248497962952,
|
|
|
|
|
"scale": 0.017925596587798173,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_65/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.5397444839571037,
|
|
|
|
|
"scale": 0.007474487786199533,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_65/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.0257711017833036,
|
|
|
|
|
"scale": 0.007770993195328058,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_65/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.18295010924339294,
|
|
|
|
|
"scale": 0.002770194937201107,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_66/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.5399934053421023,
|
|
|
|
|
"scale": 0.009058784737306484,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_66/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.2256995402130426,
|
|
|
|
|
"scale": 0.007959087923461316,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_66/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.2300872653722763,
|
|
|
|
|
"scale": 0.004644319648836173,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_67/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.5030710697174072,
|
|
|
|
|
"scale": 0.005584524601113562,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_67/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.4341935107520982,
|
|
|
|
|
"scale": 0.0067971256433748736,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_67/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.13089387118816376,
|
|
|
|
|
"scale": 0.0026349552121816898,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_68/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.1063206609557656,
|
|
|
|
|
"scale": 0.005853548470665427,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_68/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.067355478511137,
|
|
|
|
|
"scale": 0.010165290271534639,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_68/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.15702544152736664,
|
|
|
|
|
"scale": 0.0025017112493515015,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_69/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.2159725623972277,
|
|
|
|
|
"scale": 0.012958903873667998,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_69/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.008986711502075,
|
|
|
|
|
"scale": 0.006804025056315404,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_69/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.3119298219680786,
|
|
|
|
|
"scale": 0.012169442924798704,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_7/beta",
|
|
|
|
|
"shape": [48],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.6259138478952295,
|
|
|
|
|
"scale": 0.009629443813772762,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_7/moving_mean",
|
|
|
|
|
"shape": [48],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.1740409458384793,
|
|
|
|
|
"scale": 0.019945329778334672,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_7/moving_variance",
|
|
|
|
|
"shape": [48],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.3680301010608673,
|
|
|
|
|
"scale": 0.014270223238888909,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_70/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.865909457206726,
|
|
|
|
|
"scale": 0.004504433332705031,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_70/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.1317527546602135,
|
|
|
|
|
"scale": 0.0050524676547330965,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_70/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.11138727515935898,
|
|
|
|
|
"scale": 0.0026711427990128013,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_71/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.6039793491363525,
|
|
|
|
|
"scale": 0.005784372196478003,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_71/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.47732780867931884,
|
|
|
|
|
"scale": 0.004920905244116689,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_71/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.037272851914167404,
|
|
|
|
|
"scale": 0.0005219906714617037,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_72/beta",
|
|
|
|
|
"shape": [320],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.540266954197603,
|
|
|
|
|
"scale": 0.009223155414356905,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_72/moving_mean",
|
|
|
|
|
"shape": [320],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.0190852207296035,
|
|
|
|
|
"scale": 0.010461581454557532,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_72/moving_variance",
|
|
|
|
|
"shape": [320],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.06347450613975525,
|
|
|
|
|
"scale": 0.003608025172177483,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_73/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.985390640707577,
|
|
|
|
|
"scale": 0.012633213342404833,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_73/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.9022618592954149,
|
|
|
|
|
"scale": 0.010491416968551336,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_73/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.03170640394091606,
|
|
|
|
|
"scale": 0.0026475690889592265,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_74/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.0769996951608096,
|
|
|
|
|
"scale": 0.015608691234214633,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_74/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.7473176166123034,
|
|
|
|
|
"scale": 0.012570630335340312,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_74/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.13737867772579193,
|
|
|
|
|
"scale": 0.006850161330372679,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_75/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.4387849751640769,
|
|
|
|
|
"scale": 0.007653111570021685,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_75/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.253594519110287,
|
|
|
|
|
"scale": 0.017469724954343308,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_75/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.17224669456481934,
|
|
|
|
|
"scale": 0.014315306906606637,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_76/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.6436317995482799,
|
|
|
|
|
"scale": 0.012265908951852835,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_76/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.6223250557394588,
|
|
|
|
|
"scale": 0.009012916976330327,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_76/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.10091816633939743,
|
|
|
|
|
"scale": 0.024782416896492826,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_77/beta",
|
|
|
|
|
"shape": [320],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.6236799055454778,
|
|
|
|
|
"scale": 0.008776648138083664,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_77/moving_mean",
|
|
|
|
|
"shape": [320],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.9638912789961873,
|
|
|
|
|
"scale": 0.017033857925265444,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_77/moving_variance",
|
|
|
|
|
"shape": [320],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.11361116915941238,
|
|
|
|
|
"scale": 0.023207617945530834,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_78/beta",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.4153826966005212,
|
|
|
|
|
"scale": 0.008277091792985504,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_78/moving_mean",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.9769486890119664,
|
|
|
|
|
"scale": 0.00707933832617367,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_78/moving_variance",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.19088256359100342,
|
|
|
|
|
"scale": 0.0073945882273655315,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_79/beta",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.0473411083221436,
|
|
|
|
|
"scale": 0.004208615013197356,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_79/moving_mean",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.7610570852663003,
|
|
|
|
|
"scale": 0.0033089438489839144,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_79/moving_variance",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.05480360612273216,
|
|
|
|
|
"scale": 0.001661744786828172,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_8/beta",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.2169222845750698,
|
|
|
|
|
"scale": 0.021349513764474908,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_8/moving_mean",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -7.352502991171444,
|
|
|
|
|
"scale": 0.03551933812160118,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_8/moving_variance",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 1.2515424489974976,
|
|
|
|
|
"scale": 0.03510500449760287,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_80/beta",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.7098569869995117,
|
|
|
|
|
"scale": 0.003118572515599868,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_80/moving_mean",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.7364731842980665,
|
|
|
|
|
"scale": 0.003425456671153798,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_80/moving_variance",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.06618082523345947,
|
|
|
|
|
"scale": 0.0018710627275354721,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_81/beta",
|
|
|
|
|
"shape": [448],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.869015963054171,
|
|
|
|
|
"scale": 0.008693097502577539,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_81/moving_mean",
|
|
|
|
|
"shape": [448],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.1766659362643372,
|
|
|
|
|
"scale": 0.008286379832847445,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_81/moving_variance",
|
|
|
|
|
"shape": [448],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.14993160963058472,
|
|
|
|
|
"scale": 0.004515989387736601,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_82/beta",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.3327109813690183,
|
|
|
|
|
"scale": 0.008710529289993585,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_82/moving_mean",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.1086185679716223,
|
|
|
|
|
"scale": 0.008940472322351792,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_82/moving_variance",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.21444351971149445,
|
|
|
|
|
"scale": 0.011961153149604798,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_83/beta",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.818679837619557,
|
|
|
|
|
"scale": 0.015412540996775907,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_83/moving_mean",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -2.0038957876317642,
|
|
|
|
|
"scale": 0.012845485818152334,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_83/moving_variance",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.07089755684137344,
|
|
|
|
|
"scale": 0.02103717663124496,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_84/beta",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.7786205541853812,
|
|
|
|
|
"scale": 0.008158809881584317,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_84/moving_mean",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.3955397058935726,
|
|
|
|
|
"scale": 0.01722888525794534,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_84/moving_variance",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.07342959940433502,
|
|
|
|
|
"scale": 0.011137770613034566,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_85/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.178499460220337,
|
|
|
|
|
"scale": 0.0028658638982211842,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_85/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.690884064693077,
|
|
|
|
|
"scale": 0.010186048582488415,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_85/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.14086772501468658,
|
|
|
|
|
"scale": 0.00910748775098838,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_86/beta",
|
|
|
|
|
"shape": [320],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.5220519305736411,
|
|
|
|
|
"scale": 0.0020882077222945643,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_86/moving_mean",
|
|
|
|
|
"shape": [320],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.5231765800831365,
|
|
|
|
|
"scale": 0.0036081143454009413,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_86/moving_variance",
|
|
|
|
|
"shape": [320],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.11893065273761749,
|
|
|
|
|
"scale": 0.005666278098143783,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_87/beta",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.984124174889396,
|
|
|
|
|
"scale": 0.008818329666175094,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_87/moving_mean",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.5652224242687225,
|
|
|
|
|
"scale": 0.0036942642109066832,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_87/moving_variance",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.06085425242781639,
|
|
|
|
|
"scale": 0.03796012239421115,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_88/beta",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.3602467477321625,
|
|
|
|
|
"scale": 0.001247984813708885,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_88/moving_mean",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.0991711297455956,
|
|
|
|
|
"scale": 0.0008549235322896172,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_88/moving_variance",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.021573534235358238,
|
|
|
|
|
"scale": 0.0022643732454846886,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_89/beta",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.29050213098526,
|
|
|
|
|
"scale": 0.0009703184897993125,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_89/moving_mean",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.12789016552999907,
|
|
|
|
|
"scale": 0.0010231213242399926,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_89/moving_variance",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.01962556503713131,
|
|
|
|
|
"scale": 0.002291068997161061,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_9/beta",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.2553448396570541,
|
|
|
|
|
"scale": 0.017435344995236864,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_9/moving_mean",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -9.159099926668056,
|
|
|
|
|
"scale": 0.05174632726931105,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_9/moving_variance",
|
|
|
|
|
"shape": [64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.36967048048973083,
|
|
|
|
|
"scale": 0.022706968293470495,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_90/beta",
|
|
|
|
|
"shape": [448],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.9150965461543963,
|
|
|
|
|
"scale": 0.008825329705780628,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_90/moving_mean",
|
|
|
|
|
"shape": [448],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.0748392633363313,
|
|
|
|
|
"scale": 0.011080817147797229,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_90/moving_variance",
|
|
|
|
|
"shape": [448],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.058019232004880905,
|
|
|
|
|
"scale": 0.03696253692694739,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_91/beta",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.4989316603716683,
|
|
|
|
|
"scale": 0.016117544735179228,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_91/moving_mean",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.0672029087356492,
|
|
|
|
|
"scale": 0.0048954261868607764,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_91/moving_variance",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.04761062562465668,
|
|
|
|
|
"scale": 0.02329025134152057,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_92/beta",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.4021552567680677,
|
|
|
|
|
"scale": 0.0018197070441994014,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_92/moving_mean",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.2961117188135783,
|
|
|
|
|
"scale": 0.0027935067812601727,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_92/moving_variance",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.3863965570926666,
|
|
|
|
|
"scale": 0.02258765405299617,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_93/beta",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.4592238664627075,
|
|
|
|
|
"scale": 0.0011769139883564968,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_93/moving_mean",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.29778090224546544,
|
|
|
|
|
"scale": 0.0027572305763469023,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_93/moving_variance",
|
|
|
|
|
"shape": [384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.3583631217479706,
|
|
|
|
|
"scale": 0.01633430754437166,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_94/beta",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.314007496249442,
|
|
|
|
|
"scale": 0.0017640870575811349,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_94/moving_mean",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.7145729660987854,
|
|
|
|
|
"scale": 0.004203370388816385,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "batch_normalization_94/moving_variance",
|
|
|
|
|
"shape": [192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": 0.11457707732915878,
|
|
|
|
|
"scale": 0.008541139814199185,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_1/kernel",
|
|
|
|
|
"shape": [3, 3, 3, 32],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.7515598654747009,
|
|
|
|
|
"scale": 0.006423588593800863,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_10/kernel",
|
|
|
|
|
"shape": [3, 3, 64, 96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.5314577747793758,
|
|
|
|
|
"scale": 0.004088136729072122,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_11/kernel",
|
|
|
|
|
"shape": [3, 3, 96, 96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.297173446299983,
|
|
|
|
|
"scale": 0.0027015767845453,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_12/kernel",
|
|
|
|
|
"shape": [1, 1, 192, 32],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.6043872510685641,
|
|
|
|
|
"scale": 0.003874277250439513,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_13/kernel",
|
|
|
|
|
"shape": [1, 1, 256, 64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.6367825031280518,
|
|
|
|
|
"scale": 0.005489504337310791,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_14/kernel",
|
|
|
|
|
"shape": [1, 1, 256, 48],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.6980268389570946,
|
|
|
|
|
"scale": 0.004256261213153016,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_15/kernel",
|
|
|
|
|
"shape": [5, 5, 48, 64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.37809036514338323,
|
|
|
|
|
"scale": 0.0034062195057962454,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_16/kernel",
|
|
|
|
|
"shape": [1, 1, 256, 64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.38000125464271095,
|
|
|
|
|
"scale": 0.002945746160021015,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_17/kernel",
|
|
|
|
|
"shape": [3, 3, 64, 96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.36159335772196455,
|
|
|
|
|
"scale": 0.002658774689132092,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_18/kernel",
|
|
|
|
|
"shape": [3, 3, 96, 96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.322937131395527,
|
|
|
|
|
"scale": 0.0025229463390275546,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_19/kernel",
|
|
|
|
|
"shape": [1, 1, 256, 64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.49620920665123885,
|
|
|
|
|
"scale": 0.0037308962906108184,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_2/kernel",
|
|
|
|
|
"shape": [3, 3, 32, 32],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.9963670036372017,
|
|
|
|
|
"scale": 0.00784540947745828,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_20/kernel",
|
|
|
|
|
"shape": [1, 1, 288, 64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.9467216884388643,
|
|
|
|
|
"scale": 0.005954224455590342,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_21/kernel",
|
|
|
|
|
"shape": [1, 1, 288, 48],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.36753161491132247,
|
|
|
|
|
"scale": 0.0028939497237112006,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_22/kernel",
|
|
|
|
|
"shape": [5, 5, 48, 64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.28142107234281655,
|
|
|
|
|
"scale": 0.0023451756028568045,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_23/kernel",
|
|
|
|
|
"shape": [1, 1, 288, 64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.5600246597738827,
|
|
|
|
|
"scale": 0.004912497015560374,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_24/kernel",
|
|
|
|
|
"shape": [3, 3, 64, 96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.40741646079456106,
|
|
|
|
|
"scale": 0.0032334639745600084,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_25/kernel",
|
|
|
|
|
"shape": [3, 3, 96, 96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.2517923231218375,
|
|
|
|
|
"scale": 0.0026786417353386973,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_26/kernel",
|
|
|
|
|
"shape": [1, 1, 288, 64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.40744167694858474,
|
|
|
|
|
"scale": 0.00420042965926376,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_27/kernel",
|
|
|
|
|
"shape": [3, 3, 288, 384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.17904583583859837,
|
|
|
|
|
"scale": 0.0023872778111813115,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_28/kernel",
|
|
|
|
|
"shape": [1, 1, 288, 64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.3550921758015951,
|
|
|
|
|
"scale": 0.0030092557271321615,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_29/kernel",
|
|
|
|
|
"shape": [3, 3, 64, 96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.21044881904826443,
|
|
|
|
|
"scale": 0.0021044881904826443,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_3/kernel",
|
|
|
|
|
"shape": [3, 3, 32, 64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.9826949535631666,
|
|
|
|
|
"scale": 0.006920386996923708,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_30/kernel",
|
|
|
|
|
"shape": [3, 3, 96, 96],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.142222724182933,
|
|
|
|
|
"scale": 0.0013291843381582522,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_31/kernel",
|
|
|
|
|
"shape": [1, 1, 768, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.6299613606696035,
|
|
|
|
|
"scale": 0.004736551583981981,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_32/kernel",
|
|
|
|
|
"shape": [1, 1, 768, 128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.28287766400505515,
|
|
|
|
|
"scale": 0.0029466423333859913,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_33/kernel",
|
|
|
|
|
"shape": [1, 7, 128, 128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.37715829119962807,
|
|
|
|
|
"scale": 0.003308406063154632,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_34/kernel",
|
|
|
|
|
"shape": [7, 1, 128, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.2915347753786573,
|
|
|
|
|
"scale": 0.002602989065880869,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_35/kernel",
|
|
|
|
|
"shape": [1, 1, 768, 128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.5098388725636052,
|
|
|
|
|
"scale": 0.0034217373997557396,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_36/kernel",
|
|
|
|
|
"shape": [7, 1, 128, 128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.29266455173492434,
|
|
|
|
|
"scale": 0.002956207593282064,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_37/kernel",
|
|
|
|
|
"shape": [1, 7, 128, 128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.3063901633608575,
|
|
|
|
|
"scale": 0.002664262290094413,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_38/kernel",
|
|
|
|
|
"shape": [7, 1, 128, 128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.2562146642628838,
|
|
|
|
|
"scale": 0.002227953602285946,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_39/kernel",
|
|
|
|
|
"shape": [1, 7, 128, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.32483990402782664,
|
|
|
|
|
"scale": 0.0024062215113172343,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_4/kernel",
|
|
|
|
|
"shape": [1, 1, 64, 80],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.0175340128879922,
|
|
|
|
|
"scale": 0.008771844938689587,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_40/kernel",
|
|
|
|
|
"shape": [1, 1, 768, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.5300707817077637,
|
|
|
|
|
"scale": 0.003897579277262968,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_41/kernel",
|
|
|
|
|
"shape": [1, 1, 768, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.4742822464774637,
|
|
|
|
|
"scale": 0.0037345058777753046,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_42/kernel",
|
|
|
|
|
"shape": [1, 1, 768, 160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.4733707100737329,
|
|
|
|
|
"scale": 0.004080781983394249,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_43/kernel",
|
|
|
|
|
"shape": [1, 7, 160, 160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.31529887493918923,
|
|
|
|
|
"scale": 0.0028405304048575606,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_44/kernel",
|
|
|
|
|
"shape": [7, 1, 160, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.2984846812837264,
|
|
|
|
|
"scale": 0.0025955189676845777,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_45/kernel",
|
|
|
|
|
"shape": [1, 1, 768, 160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.756424422825084,
|
|
|
|
|
"scale": 0.0054813363972832175,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_46/kernel",
|
|
|
|
|
"shape": [7, 1, 160, 160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.3355672222726485,
|
|
|
|
|
"scale": 0.0028680959168602437,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_47/kernel",
|
|
|
|
|
"shape": [1, 7, 160, 160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.22706727812103197,
|
|
|
|
|
"scale": 0.002122124094589084,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_48/kernel",
|
|
|
|
|
"shape": [7, 1, 160, 160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.2144267187983382,
|
|
|
|
|
"scale": 0.002257123355771981,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_49/kernel",
|
|
|
|
|
"shape": [1, 7, 160, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.3024808161398944,
|
|
|
|
|
"scale": 0.002585306120853798,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_5/kernel",
|
|
|
|
|
"shape": [3, 3, 80, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.5794109293058807,
|
|
|
|
|
"scale": 0.005267372084598915,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_50/kernel",
|
|
|
|
|
"shape": [1, 1, 768, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.554896311900195,
|
|
|
|
|
"scale": 0.0038006596705492807,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_51/kernel",
|
|
|
|
|
"shape": [1, 1, 768, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.2061398295795216,
|
|
|
|
|
"scale": 0.006931838101031733,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_52/kernel",
|
|
|
|
|
"shape": [1, 1, 768, 160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.3730403196577932,
|
|
|
|
|
"scale": 0.0028695409204445633,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_53/kernel",
|
|
|
|
|
"shape": [1, 7, 160, 160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.3463286845123067,
|
|
|
|
|
"scale": 0.003011553778367884,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_54/kernel",
|
|
|
|
|
"shape": [7, 1, 160, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.37797666168680377,
|
|
|
|
|
"scale": 0.0027589537349401736,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_55/kernel",
|
|
|
|
|
"shape": [1, 1, 768, 160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.4141439642391953,
|
|
|
|
|
"scale": 0.004989686316134883,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_56/kernel",
|
|
|
|
|
"shape": [7, 1, 160, 160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.3559323572645,
|
|
|
|
|
"scale": 0.0032357487024045456,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_57/kernel",
|
|
|
|
|
"shape": [1, 7, 160, 160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.2674277156007056,
|
|
|
|
|
"scale": 0.0026742771560070563,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_58/kernel",
|
|
|
|
|
"shape": [7, 1, 160, 160],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.5307076104715759,
|
|
|
|
|
"scale": 0.0035617960434333952,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_59/kernel",
|
|
|
|
|
"shape": [1, 7, 160, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.4569946948219748,
|
|
|
|
|
"scale": 0.0036854410872739904,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_6/kernel",
|
|
|
|
|
"shape": [1, 1, 192, 64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.670501438776652,
|
|
|
|
|
"scale": 0.005634465872072706,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_60/kernel",
|
|
|
|
|
"shape": [1, 1, 768, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.7935055354062248,
|
|
|
|
|
"scale": 0.004408364085590138,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_61/kernel",
|
|
|
|
|
"shape": [1, 1, 768, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.0109173382029812,
|
|
|
|
|
"scale": 0.006053397234748391,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_62/kernel",
|
|
|
|
|
"shape": [1, 1, 768, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.41344635837218335,
|
|
|
|
|
"scale": 0.004645464700811049,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_63/kernel",
|
|
|
|
|
"shape": [1, 7, 192, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.24348092184347264,
|
|
|
|
|
"scale": 0.004508905960064308,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_64/kernel",
|
|
|
|
|
"shape": [7, 1, 192, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.4806287989896886,
|
|
|
|
|
"scale": 0.004005239991580738,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_65/kernel",
|
|
|
|
|
"shape": [1, 1, 768, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.3917752130358827,
|
|
|
|
|
"scale": 0.0030136554848914053,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_66/kernel",
|
|
|
|
|
"shape": [7, 1, 192, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.20425691803296406,
|
|
|
|
|
"scale": 0.002172945936520894,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_67/kernel",
|
|
|
|
|
"shape": [1, 7, 192, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.22208931896032072,
|
|
|
|
|
"scale": 0.0019312114692201802,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_68/kernel",
|
|
|
|
|
"shape": [7, 1, 192, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.1574226176037508,
|
|
|
|
|
"scale": 0.0016063532408546,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_69/kernel",
|
|
|
|
|
"shape": [1, 7, 192, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.1563245475292206,
|
|
|
|
|
"scale": 0.0015951484441757203,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_7/kernel",
|
|
|
|
|
"shape": [1, 1, 192, 48],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.6889615984523997,
|
|
|
|
|
"scale": 0.005467949194066664,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_70/kernel",
|
|
|
|
|
"shape": [1, 1, 768, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.5254201654125663,
|
|
|
|
|
"scale": 0.003574286839541267,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_71/kernel",
|
|
|
|
|
"shape": [1, 1, 768, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.14087693007553326,
|
|
|
|
|
"scale": 0.001394821089856765,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_72/kernel",
|
|
|
|
|
"shape": [3, 3, 192, 320],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.1017690990485397,
|
|
|
|
|
"scale": 0.0009785490293128818,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_73/kernel",
|
|
|
|
|
"shape": [1, 1, 768, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.27043156717337813,
|
|
|
|
|
"scale": 0.0035120982749789367,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_74/kernel",
|
|
|
|
|
"shape": [1, 7, 192, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.1989350945341821,
|
|
|
|
|
"scale": 0.0017762062011980543,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_75/kernel",
|
|
|
|
|
"shape": [7, 1, 192, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.21929225535953745,
|
|
|
|
|
"scale": 0.0017828638647116866,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_76/kernel",
|
|
|
|
|
"shape": [3, 3, 192, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.31502492287579703,
|
|
|
|
|
"scale": 0.003316051819745232,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_77/kernel",
|
|
|
|
|
"shape": [1, 1, 1280, 320],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.2736586353358101,
|
|
|
|
|
"scale": 0.0035084440427667956,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_78/kernel",
|
|
|
|
|
"shape": [1, 1, 1280, 384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.24273421998117484,
|
|
|
|
|
"scale": 0.0021672698212604896,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_79/kernel",
|
|
|
|
|
"shape": [1, 3, 384, 384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.1003472120738497,
|
|
|
|
|
"scale": 0.0010239511436107112,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_8/kernel",
|
|
|
|
|
"shape": [5, 5, 48, 64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.8959833215264714,
|
|
|
|
|
"scale": 0.007859502820407644,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_80/kernel",
|
|
|
|
|
"shape": [3, 1, 384, 384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.12109428144553128,
|
|
|
|
|
"scale": 0.0013307063895113328,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_81/kernel",
|
|
|
|
|
"shape": [1, 1, 1280, 448],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.3801819539537617,
|
|
|
|
|
"scale": 0.004271707347795075,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_82/kernel",
|
|
|
|
|
"shape": [3, 3, 448, 384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.23576255931573753,
|
|
|
|
|
"scale": 0.0026195839923970838,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_83/kernel",
|
|
|
|
|
"shape": [1, 3, 384, 384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -1.244973014382755,
|
|
|
|
|
"scale": 0.007454928229836857,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_84/kernel",
|
|
|
|
|
"shape": [3, 1, 384, 384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.25950103998184204,
|
|
|
|
|
"scale": 0.003052953411551083,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_85/kernel",
|
|
|
|
|
"shape": [1, 1, 1280, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.29392333416377797,
|
|
|
|
|
"scale": 0.0026479579654394413,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_86/kernel",
|
|
|
|
|
"shape": [1, 1, 2048, 320],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.13341370236639882,
|
|
|
|
|
"scale": 0.0018028878698162004,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_87/kernel",
|
|
|
|
|
"shape": [1, 1, 2048, 384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.7490756504675922,
|
|
|
|
|
"scale": 0.004512503918479471,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_88/kernel",
|
|
|
|
|
"shape": [1, 3, 384, 384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.04267277524751775,
|
|
|
|
|
"scale": 0.0009482838943892834,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_89/kernel",
|
|
|
|
|
"shape": [3, 1, 384, 384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.044487313663258275,
|
|
|
|
|
"scale": 0.0009671155144186581,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_9/kernel",
|
|
|
|
|
"shape": [1, 1, 192, 64],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.4946352222386528,
|
|
|
|
|
"scale": 0.004191823917276719,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_90/kernel",
|
|
|
|
|
"shape": [1, 1, 2048, 448],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.7601351137254753,
|
|
|
|
|
"scale": 0.007836444471396652,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_91/kernel",
|
|
|
|
|
"shape": [3, 3, 448, 384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.31073258086746813,
|
|
|
|
|
"scale": 0.0023902506220574472,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_92/kernel",
|
|
|
|
|
"shape": [1, 3, 384, 384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.09287645027917973,
|
|
|
|
|
"scale": 0.000938145962415957,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_93/kernel",
|
|
|
|
|
"shape": [3, 1, 384, 384],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.061754796522505144,
|
|
|
|
|
"scale": 0.0007917281605449377,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "conv2d_94/kernel",
|
|
|
|
|
"shape": [1, 1, 2048, 192],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.31682243709470714,
|
|
|
|
|
"scale": 0.002382123587178249,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "dense_1/kernel",
|
|
|
|
|
"shape": [2048, 256],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.0752635091251018,
|
|
|
|
|
"scale": 0.0008456574059000202,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "dense_1/bias",
|
|
|
|
|
"shape": [256],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.4126813895562116,
|
|
|
|
|
"scale": 0.0029904448518566057,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "dense_2/kernel",
|
|
|
|
|
"shape": [256, 128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.41079130803837494,
|
|
|
|
|
"scale": 0.003065606776405783,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "dense_2/bias",
|
|
|
|
|
"shape": [128],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.17716065984146268,
|
|
|
|
|
"scale": 0.003221102906208412,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "dense_3/kernel",
|
|
|
|
|
"shape": [128, 5],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.692766010761261,
|
|
|
|
|
"scale": 0.00461844007174174,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
},
|
|
|
|
|
{
|
|
|
|
|
"name": "dense_3/bias",
|
|
|
|
|
"shape": [5],
|
|
|
|
|
"dtype": "float32",
|
|
|
|
|
"quantization": {
|
|
|
|
|
"min": -0.5889016270637512,
|
|
|
|
|
"scale": 0.00384903024224674,
|
|
|
|
|
"dtype": "uint8"
|
|
|
|
|
}
|
|
|
|
|
}
|
|
|
|
|
]
|
|
|
|
|
}
|
|
|
|
|
]
|
|
|
|
|
}
|
