mirror of
https://git.joinsharkey.org/Sharkey/Sharkey.git
synced 2024-11-16 06:23:08 +02:00
e560601815
* feat: auto nsfw detection
* ✌️
* Update ja-JP.yml
* Update ja-JP.yml
* ポルノ判定のしきい値を高めに
* エラーハンドリングちゃんとした
* Update ja-JP.yml
* 感度設定を強化
* refactor
* feat: add video support for auto nsfw detection
* rename: image -> media
* .js
* fix: add missing error handling
* fix: use valid pathname instead of using filename due to invalid usage
* perf(nsfw-detection): decode frames
* disable detection of video for some reasons
* perf(nsfw-detection): streamify detection process for video
* disable disallowUploadWhenPredictedAsPorn option
* fix(nsfw-detection): improve reliability
* fix(nsfw-detection): use Math.ceil instead of Math.round
* perf(nsfw-detection): delete tmp frames after used
* fix(nsfw-detection): FSWatcher does not emit ready event
* perf(nsfw-detection): skip black frames
* refactor: strip exists check
* Update package.json
* めっちゃ変えた
* lint
* Update COPYING
* オプションで動画解析できるように
* Update yarn.lock
* Update CHANGELOG.md
Co-authored-by: Acid Chicken (硫酸鶏) <root@acid-chicken.com>
1 line
No EOL
211 KiB
JSON
1 line
No EOL
211 KiB
JSON
{"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-07, "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"}}]}]} |