CoCalc Logo Icon
StoreFeaturesDocsShareSupportNewsAboutSign UpSign In
amanchadha

Real-time collaboration for Jupyter Notebooks, Linux Terminals, LaTeX, VS Code, R IDE, and more,
all in one place. Commercial Alternative to JupyterHub.

GitHub Repository: amanchadha/coursera-deep-learning-specialization
Path: blob/master/C4 - Convolutional Neural Networks/Week 4/Face Recognition/keras-facenet-h5/model.json
Views: 4807
1
{"class_name": "Functional", "config": {"name": "inception_resnet_v1", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 160, 160, 3], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_1"}, "name": "input_1", "inbound_nodes": []}, {"class_name": "Conv2D", "config": {"name": "Conv2d_1a_3x3", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Conv2d_1a_3x3", "inbound_nodes": [[["input_1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Conv2d_1a_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Conv2d_1a_3x3_BatchNorm", "inbound_nodes": [[["Conv2d_1a_3x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Conv2d_1a_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Conv2d_1a_3x3_Activation", "inbound_nodes": [[["Conv2d_1a_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Conv2d_2a_3x3", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Conv2d_2a_3x3", "inbound_nodes": [[["Conv2d_1a_3x3_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Conv2d_2a_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Conv2d_2a_3x3_BatchNorm", "inbound_nodes": [[["Conv2d_2a_3x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Conv2d_2a_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Conv2d_2a_3x3_Activation", "inbound_nodes": [[["Conv2d_2a_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Conv2d_2b_3x3", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Conv2d_2b_3x3", "inbound_nodes": [[["Conv2d_2a_3x3_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Conv2d_2b_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Conv2d_2b_3x3_BatchNorm", "inbound_nodes": [[["Conv2d_2b_3x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Conv2d_2b_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Conv2d_2b_3x3_Activation", "inbound_nodes": [[["Conv2d_2b_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "MaxPool_3a_3x3", "trainable": true, "dtype": "float32", "pool_size": [3, 3], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}, "name": "MaxPool_3a_3x3", "inbound_nodes": [[["Conv2d_2b_3x3_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Conv2d_3b_1x1", "trainable": true, "dtype": "float32", "filters": 80, "kernel_size": [1, 1], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Conv2d_3b_1x1", "inbound_nodes": [[["MaxPool_3a_3x3", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Conv2d_3b_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Conv2d_3b_1x1_BatchNorm", "inbound_nodes": [[["Conv2d_3b_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Conv2d_3b_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Conv2d_3b_1x1_Activation", "inbound_nodes": [[["Conv2d_3b_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Conv2d_4a_3x3", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [3, 3], "strides": [1, 1], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Conv2d_4a_3x3", "inbound_nodes": [[["Conv2d_3b_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Conv2d_4a_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Conv2d_4a_3x3_BatchNorm", "inbound_nodes": [[["Conv2d_4a_3x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Conv2d_4a_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Conv2d_4a_3x3_Activation", "inbound_nodes": [[["Conv2d_4a_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Conv2d_4b_3x3", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Conv2d_4b_3x3", "inbound_nodes": [[["Conv2d_4a_3x3_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Conv2d_4b_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Conv2d_4b_3x3_BatchNorm", "inbound_nodes": [[["Conv2d_4b_3x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Conv2d_4b_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Conv2d_4b_3x3_Activation", "inbound_nodes": [[["Conv2d_4b_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_1_Branch_2_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_1_Branch_2_Conv2d_0a_1x1", "inbound_nodes": [[["Conv2d_4b_3x3_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_1_Branch_2_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_1_Branch_2_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block35_1_Branch_2_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_1_Branch_2_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_1_Branch_2_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block35_1_Branch_2_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_1_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_1_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Conv2d_4b_3x3_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_1_Branch_2_Conv2d_0b_3x3", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_1_Branch_2_Conv2d_0b_3x3", "inbound_nodes": [[["Block35_1_Branch_2_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_1_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_1_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block35_1_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_1_Branch_2_Conv2d_0b_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_1_Branch_2_Conv2d_0b_3x3_BatchNorm", "inbound_nodes": [[["Block35_1_Branch_2_Conv2d_0b_3x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_1_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_1_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block35_1_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_1_Branch_2_Conv2d_0b_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_1_Branch_2_Conv2d_0b_3x3_Activation", "inbound_nodes": [[["Block35_1_Branch_2_Conv2d_0b_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_1_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_1_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Conv2d_4b_3x3_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_1_Branch_1_Conv2d_0b_3x3", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_1_Branch_1_Conv2d_0b_3x3", "inbound_nodes": [[["Block35_1_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_1_Branch_2_Conv2d_0c_3x3", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_1_Branch_2_Conv2d_0c_3x3", "inbound_nodes": [[["Block35_1_Branch_2_Conv2d_0b_3x3_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_1_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_1_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block35_1_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_1_Branch_1_Conv2d_0b_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_1_Branch_1_Conv2d_0b_3x3_BatchNorm", "inbound_nodes": [[["Block35_1_Branch_1_Conv2d_0b_3x3", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_1_Branch_2_Conv2d_0c_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_1_Branch_2_Conv2d_0c_3x3_BatchNorm", "inbound_nodes": [[["Block35_1_Branch_2_Conv2d_0c_3x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_1_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_1_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block35_1_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_1_Branch_1_Conv2d_0b_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_1_Branch_1_Conv2d_0b_3x3_Activation", "inbound_nodes": [[["Block35_1_Branch_1_Conv2d_0b_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_1_Branch_2_Conv2d_0c_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_1_Branch_2_Conv2d_0c_3x3_Activation", "inbound_nodes": [[["Block35_1_Branch_2_Conv2d_0c_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block35_1_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block35_1_Concatenate", "inbound_nodes": [[["Block35_1_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block35_1_Branch_1_Conv2d_0b_3x3_Activation", 0, 0, {}], ["Block35_1_Branch_2_Conv2d_0c_3x3_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_1_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block35_1_Conv2d_1x1", "inbound_nodes": [[["Block35_1_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block35_1_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [17, 17, 256], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 0.17}}, "name": "Block35_1_ScaleSum", "inbound_nodes": [[["Conv2d_4b_3x3_Activation", 0, 0, {}], ["Block35_1_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_1_Activation", "inbound_nodes": [[["Block35_1_ScaleSum", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_2_Branch_2_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_2_Branch_2_Conv2d_0a_1x1", "inbound_nodes": [[["Block35_1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_2_Branch_2_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_2_Branch_2_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block35_2_Branch_2_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_2_Branch_2_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_2_Branch_2_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block35_2_Branch_2_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_2_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_2_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Block35_1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_2_Branch_2_Conv2d_0b_3x3", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_2_Branch_2_Conv2d_0b_3x3", "inbound_nodes": [[["Block35_2_Branch_2_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_2_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_2_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block35_2_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_2_Branch_2_Conv2d_0b_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_2_Branch_2_Conv2d_0b_3x3_BatchNorm", "inbound_nodes": [[["Block35_2_Branch_2_Conv2d_0b_3x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_2_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_2_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block35_2_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_2_Branch_2_Conv2d_0b_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_2_Branch_2_Conv2d_0b_3x3_Activation", "inbound_nodes": [[["Block35_2_Branch_2_Conv2d_0b_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_2_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_2_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Block35_1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_2_Branch_1_Conv2d_0b_3x3", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_2_Branch_1_Conv2d_0b_3x3", "inbound_nodes": [[["Block35_2_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_2_Branch_2_Conv2d_0c_3x3", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_2_Branch_2_Conv2d_0c_3x3", "inbound_nodes": [[["Block35_2_Branch_2_Conv2d_0b_3x3_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_2_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_2_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block35_2_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_2_Branch_1_Conv2d_0b_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_2_Branch_1_Conv2d_0b_3x3_BatchNorm", "inbound_nodes": [[["Block35_2_Branch_1_Conv2d_0b_3x3", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_2_Branch_2_Conv2d_0c_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_2_Branch_2_Conv2d_0c_3x3_BatchNorm", "inbound_nodes": [[["Block35_2_Branch_2_Conv2d_0c_3x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_2_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_2_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block35_2_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_2_Branch_1_Conv2d_0b_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_2_Branch_1_Conv2d_0b_3x3_Activation", "inbound_nodes": [[["Block35_2_Branch_1_Conv2d_0b_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_2_Branch_2_Conv2d_0c_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_2_Branch_2_Conv2d_0c_3x3_Activation", "inbound_nodes": [[["Block35_2_Branch_2_Conv2d_0c_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block35_2_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block35_2_Concatenate", "inbound_nodes": [[["Block35_2_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block35_2_Branch_1_Conv2d_0b_3x3_Activation", 0, 0, {}], ["Block35_2_Branch_2_Conv2d_0c_3x3_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_2_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block35_2_Conv2d_1x1", "inbound_nodes": [[["Block35_2_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block35_2_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [17, 17, 256], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 0.17}}, "name": "Block35_2_ScaleSum", "inbound_nodes": [[["Block35_1_Activation", 0, 0, {}], ["Block35_2_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_2_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_2_Activation", "inbound_nodes": [[["Block35_2_ScaleSum", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_3_Branch_2_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_3_Branch_2_Conv2d_0a_1x1", "inbound_nodes": [[["Block35_2_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_3_Branch_2_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_3_Branch_2_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block35_3_Branch_2_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_3_Branch_2_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_3_Branch_2_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block35_3_Branch_2_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_3_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_3_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Block35_2_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_3_Branch_2_Conv2d_0b_3x3", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_3_Branch_2_Conv2d_0b_3x3", "inbound_nodes": [[["Block35_3_Branch_2_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_3_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_3_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block35_3_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_3_Branch_2_Conv2d_0b_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_3_Branch_2_Conv2d_0b_3x3_BatchNorm", "inbound_nodes": [[["Block35_3_Branch_2_Conv2d_0b_3x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_3_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_3_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block35_3_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_3_Branch_2_Conv2d_0b_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_3_Branch_2_Conv2d_0b_3x3_Activation", "inbound_nodes": [[["Block35_3_Branch_2_Conv2d_0b_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_3_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_3_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Block35_2_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_3_Branch_1_Conv2d_0b_3x3", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_3_Branch_1_Conv2d_0b_3x3", "inbound_nodes": [[["Block35_3_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_3_Branch_2_Conv2d_0c_3x3", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_3_Branch_2_Conv2d_0c_3x3", "inbound_nodes": [[["Block35_3_Branch_2_Conv2d_0b_3x3_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_3_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_3_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block35_3_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_3_Branch_1_Conv2d_0b_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_3_Branch_1_Conv2d_0b_3x3_BatchNorm", "inbound_nodes": [[["Block35_3_Branch_1_Conv2d_0b_3x3", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_3_Branch_2_Conv2d_0c_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_3_Branch_2_Conv2d_0c_3x3_BatchNorm", "inbound_nodes": [[["Block35_3_Branch_2_Conv2d_0c_3x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_3_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_3_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block35_3_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_3_Branch_1_Conv2d_0b_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_3_Branch_1_Conv2d_0b_3x3_Activation", "inbound_nodes": [[["Block35_3_Branch_1_Conv2d_0b_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_3_Branch_2_Conv2d_0c_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_3_Branch_2_Conv2d_0c_3x3_Activation", "inbound_nodes": [[["Block35_3_Branch_2_Conv2d_0c_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block35_3_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block35_3_Concatenate", "inbound_nodes": [[["Block35_3_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block35_3_Branch_1_Conv2d_0b_3x3_Activation", 0, 0, {}], ["Block35_3_Branch_2_Conv2d_0c_3x3_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_3_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block35_3_Conv2d_1x1", "inbound_nodes": [[["Block35_3_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block35_3_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [17, 17, 256], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 0.17}}, "name": "Block35_3_ScaleSum", "inbound_nodes": [[["Block35_2_Activation", 0, 0, {}], ["Block35_3_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_3_Activation", "inbound_nodes": [[["Block35_3_ScaleSum", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_4_Branch_2_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_4_Branch_2_Conv2d_0a_1x1", "inbound_nodes": [[["Block35_3_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_4_Branch_2_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_4_Branch_2_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block35_4_Branch_2_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_4_Branch_2_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_4_Branch_2_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block35_4_Branch_2_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_4_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_4_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Block35_3_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_4_Branch_2_Conv2d_0b_3x3", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_4_Branch_2_Conv2d_0b_3x3", "inbound_nodes": [[["Block35_4_Branch_2_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_4_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_4_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block35_4_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_4_Branch_2_Conv2d_0b_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_4_Branch_2_Conv2d_0b_3x3_BatchNorm", "inbound_nodes": [[["Block35_4_Branch_2_Conv2d_0b_3x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_4_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_4_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block35_4_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_4_Branch_2_Conv2d_0b_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_4_Branch_2_Conv2d_0b_3x3_Activation", "inbound_nodes": [[["Block35_4_Branch_2_Conv2d_0b_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_4_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_4_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Block35_3_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_4_Branch_1_Conv2d_0b_3x3", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_4_Branch_1_Conv2d_0b_3x3", "inbound_nodes": [[["Block35_4_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_4_Branch_2_Conv2d_0c_3x3", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_4_Branch_2_Conv2d_0c_3x3", "inbound_nodes": [[["Block35_4_Branch_2_Conv2d_0b_3x3_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_4_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_4_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block35_4_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_4_Branch_1_Conv2d_0b_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_4_Branch_1_Conv2d_0b_3x3_BatchNorm", "inbound_nodes": [[["Block35_4_Branch_1_Conv2d_0b_3x3", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_4_Branch_2_Conv2d_0c_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_4_Branch_2_Conv2d_0c_3x3_BatchNorm", "inbound_nodes": [[["Block35_4_Branch_2_Conv2d_0c_3x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_4_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_4_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block35_4_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_4_Branch_1_Conv2d_0b_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_4_Branch_1_Conv2d_0b_3x3_Activation", "inbound_nodes": [[["Block35_4_Branch_1_Conv2d_0b_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_4_Branch_2_Conv2d_0c_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_4_Branch_2_Conv2d_0c_3x3_Activation", "inbound_nodes": [[["Block35_4_Branch_2_Conv2d_0c_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block35_4_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block35_4_Concatenate", "inbound_nodes": [[["Block35_4_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block35_4_Branch_1_Conv2d_0b_3x3_Activation", 0, 0, {}], ["Block35_4_Branch_2_Conv2d_0c_3x3_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_4_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block35_4_Conv2d_1x1", "inbound_nodes": [[["Block35_4_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block35_4_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [17, 17, 256], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 0.17}}, "name": "Block35_4_ScaleSum", "inbound_nodes": [[["Block35_3_Activation", 0, 0, {}], ["Block35_4_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_4_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_4_Activation", "inbound_nodes": [[["Block35_4_ScaleSum", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_5_Branch_2_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_5_Branch_2_Conv2d_0a_1x1", "inbound_nodes": [[["Block35_4_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_5_Branch_2_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_5_Branch_2_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block35_5_Branch_2_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_5_Branch_2_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_5_Branch_2_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block35_5_Branch_2_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_5_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_5_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Block35_4_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_5_Branch_2_Conv2d_0b_3x3", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_5_Branch_2_Conv2d_0b_3x3", "inbound_nodes": [[["Block35_5_Branch_2_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_5_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_5_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block35_5_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_5_Branch_2_Conv2d_0b_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_5_Branch_2_Conv2d_0b_3x3_BatchNorm", "inbound_nodes": [[["Block35_5_Branch_2_Conv2d_0b_3x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_5_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_5_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block35_5_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_5_Branch_2_Conv2d_0b_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_5_Branch_2_Conv2d_0b_3x3_Activation", "inbound_nodes": [[["Block35_5_Branch_2_Conv2d_0b_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_5_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_5_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Block35_4_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_5_Branch_1_Conv2d_0b_3x3", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_5_Branch_1_Conv2d_0b_3x3", "inbound_nodes": [[["Block35_5_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_5_Branch_2_Conv2d_0c_3x3", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block35_5_Branch_2_Conv2d_0c_3x3", "inbound_nodes": [[["Block35_5_Branch_2_Conv2d_0b_3x3_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_5_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_5_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block35_5_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_5_Branch_1_Conv2d_0b_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_5_Branch_1_Conv2d_0b_3x3_BatchNorm", "inbound_nodes": [[["Block35_5_Branch_1_Conv2d_0b_3x3", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block35_5_Branch_2_Conv2d_0c_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block35_5_Branch_2_Conv2d_0c_3x3_BatchNorm", "inbound_nodes": [[["Block35_5_Branch_2_Conv2d_0c_3x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_5_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_5_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block35_5_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_5_Branch_1_Conv2d_0b_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_5_Branch_1_Conv2d_0b_3x3_Activation", "inbound_nodes": [[["Block35_5_Branch_1_Conv2d_0b_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_5_Branch_2_Conv2d_0c_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_5_Branch_2_Conv2d_0c_3x3_Activation", "inbound_nodes": [[["Block35_5_Branch_2_Conv2d_0c_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block35_5_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block35_5_Concatenate", "inbound_nodes": [[["Block35_5_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block35_5_Branch_1_Conv2d_0b_3x3_Activation", 0, 0, {}], ["Block35_5_Branch_2_Conv2d_0c_3x3_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block35_5_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block35_5_Conv2d_1x1", "inbound_nodes": [[["Block35_5_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block35_5_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [17, 17, 256], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 0.17}}, "name": "Block35_5_ScaleSum", "inbound_nodes": [[["Block35_4_Activation", 0, 0, {}], ["Block35_5_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block35_5_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block35_5_Activation", "inbound_nodes": [[["Block35_5_ScaleSum", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Mixed_6a_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Mixed_6a_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Block35_5_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Mixed_6a_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Mixed_6a_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Mixed_6a_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Mixed_6a_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Mixed_6a_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Mixed_6a_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Mixed_6a_Branch_1_Conv2d_0b_3x3", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Mixed_6a_Branch_1_Conv2d_0b_3x3", "inbound_nodes": [[["Mixed_6a_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Mixed_6a_Branch_1_Conv2d_0b_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Mixed_6a_Branch_1_Conv2d_0b_3x3_BatchNorm", "inbound_nodes": [[["Mixed_6a_Branch_1_Conv2d_0b_3x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Mixed_6a_Branch_1_Conv2d_0b_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Mixed_6a_Branch_1_Conv2d_0b_3x3_Activation", "inbound_nodes": [[["Mixed_6a_Branch_1_Conv2d_0b_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Mixed_6a_Branch_0_Conv2d_1a_3x3", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": [3, 3], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Mixed_6a_Branch_0_Conv2d_1a_3x3", "inbound_nodes": [[["Block35_5_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Mixed_6a_Branch_1_Conv2d_1a_3x3", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Mixed_6a_Branch_1_Conv2d_1a_3x3", "inbound_nodes": [[["Mixed_6a_Branch_1_Conv2d_0b_3x3_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Mixed_6a_Branch_0_Conv2d_1a_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Mixed_6a_Branch_0_Conv2d_1a_3x3_BatchNorm", "inbound_nodes": [[["Mixed_6a_Branch_0_Conv2d_1a_3x3", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Mixed_6a_Branch_1_Conv2d_1a_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Mixed_6a_Branch_1_Conv2d_1a_3x3_BatchNorm", "inbound_nodes": [[["Mixed_6a_Branch_1_Conv2d_1a_3x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Mixed_6a_Branch_0_Conv2d_1a_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Mixed_6a_Branch_0_Conv2d_1a_3x3_Activation", "inbound_nodes": [[["Mixed_6a_Branch_0_Conv2d_1a_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Mixed_6a_Branch_1_Conv2d_1a_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Mixed_6a_Branch_1_Conv2d_1a_3x3_Activation", "inbound_nodes": [[["Mixed_6a_Branch_1_Conv2d_1a_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "Mixed_6a_Branch_2_MaxPool_1a_3x3", "trainable": true, "dtype": "float32", "pool_size": [3, 3], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}, "name": "Mixed_6a_Branch_2_MaxPool_1a_3x3", "inbound_nodes": [[["Block35_5_Activation", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Mixed_6a", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Mixed_6a", "inbound_nodes": [[["Mixed_6a_Branch_0_Conv2d_1a_3x3_Activation", 0, 0, {}], ["Mixed_6a_Branch_1_Conv2d_1a_3x3_Activation", 0, 0, {}], ["Mixed_6a_Branch_2_MaxPool_1a_3x3", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_1_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_1_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Mixed_6a", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_1_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_1_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block17_1_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_1_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_1_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block17_1_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_1_Branch_1_Conv2d_0b_1x7", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_1_Branch_1_Conv2d_0b_1x7", "inbound_nodes": [[["Block17_1_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_1_Branch_1_Conv2d_0b_1x7_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_1_Branch_1_Conv2d_0b_1x7_BatchNorm", "inbound_nodes": [[["Block17_1_Branch_1_Conv2d_0b_1x7", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_1_Branch_1_Conv2d_0b_1x7_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_1_Branch_1_Conv2d_0b_1x7_Activation", "inbound_nodes": [[["Block17_1_Branch_1_Conv2d_0b_1x7_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_1_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_1_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Mixed_6a", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_1_Branch_1_Conv2d_0c_7x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_1_Branch_1_Conv2d_0c_7x1", "inbound_nodes": [[["Block17_1_Branch_1_Conv2d_0b_1x7_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_1_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_1_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block17_1_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_1_Branch_1_Conv2d_0c_7x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_1_Branch_1_Conv2d_0c_7x1_BatchNorm", "inbound_nodes": [[["Block17_1_Branch_1_Conv2d_0c_7x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_1_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_1_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block17_1_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_1_Branch_1_Conv2d_0c_7x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_1_Branch_1_Conv2d_0c_7x1_Activation", "inbound_nodes": [[["Block17_1_Branch_1_Conv2d_0c_7x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block17_1_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block17_1_Concatenate", "inbound_nodes": [[["Block17_1_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block17_1_Branch_1_Conv2d_0c_7x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_1_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 896, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block17_1_Conv2d_1x1", "inbound_nodes": [[["Block17_1_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block17_1_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [8, 8, 896], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 0.1}}, "name": "Block17_1_ScaleSum", "inbound_nodes": [[["Mixed_6a", 0, 0, {}], ["Block17_1_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_1_Activation", "inbound_nodes": [[["Block17_1_ScaleSum", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_2_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_2_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Block17_1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_2_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_2_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block17_2_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_2_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_2_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block17_2_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_2_Branch_1_Conv2d_0b_1x7", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_2_Branch_1_Conv2d_0b_1x7", "inbound_nodes": [[["Block17_2_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_2_Branch_1_Conv2d_0b_1x7_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_2_Branch_1_Conv2d_0b_1x7_BatchNorm", "inbound_nodes": [[["Block17_2_Branch_1_Conv2d_0b_1x7", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_2_Branch_1_Conv2d_0b_1x7_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_2_Branch_1_Conv2d_0b_1x7_Activation", "inbound_nodes": [[["Block17_2_Branch_1_Conv2d_0b_1x7_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_2_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_2_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Block17_1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_2_Branch_1_Conv2d_0c_7x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_2_Branch_1_Conv2d_0c_7x1", "inbound_nodes": [[["Block17_2_Branch_1_Conv2d_0b_1x7_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_2_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_2_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block17_2_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_2_Branch_1_Conv2d_0c_7x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_2_Branch_1_Conv2d_0c_7x1_BatchNorm", "inbound_nodes": [[["Block17_2_Branch_1_Conv2d_0c_7x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_2_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_2_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block17_2_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_2_Branch_1_Conv2d_0c_7x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_2_Branch_1_Conv2d_0c_7x1_Activation", "inbound_nodes": [[["Block17_2_Branch_1_Conv2d_0c_7x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block17_2_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block17_2_Concatenate", "inbound_nodes": [[["Block17_2_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block17_2_Branch_1_Conv2d_0c_7x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_2_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 896, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block17_2_Conv2d_1x1", "inbound_nodes": [[["Block17_2_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block17_2_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [8, 8, 896], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 0.1}}, "name": "Block17_2_ScaleSum", "inbound_nodes": [[["Block17_1_Activation", 0, 0, {}], ["Block17_2_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_2_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_2_Activation", "inbound_nodes": [[["Block17_2_ScaleSum", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_3_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_3_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Block17_2_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_3_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_3_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block17_3_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_3_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_3_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block17_3_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_3_Branch_1_Conv2d_0b_1x7", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_3_Branch_1_Conv2d_0b_1x7", "inbound_nodes": [[["Block17_3_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_3_Branch_1_Conv2d_0b_1x7_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_3_Branch_1_Conv2d_0b_1x7_BatchNorm", "inbound_nodes": [[["Block17_3_Branch_1_Conv2d_0b_1x7", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_3_Branch_1_Conv2d_0b_1x7_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_3_Branch_1_Conv2d_0b_1x7_Activation", "inbound_nodes": [[["Block17_3_Branch_1_Conv2d_0b_1x7_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_3_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_3_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Block17_2_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_3_Branch_1_Conv2d_0c_7x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_3_Branch_1_Conv2d_0c_7x1", "inbound_nodes": [[["Block17_3_Branch_1_Conv2d_0b_1x7_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_3_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_3_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block17_3_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_3_Branch_1_Conv2d_0c_7x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_3_Branch_1_Conv2d_0c_7x1_BatchNorm", "inbound_nodes": [[["Block17_3_Branch_1_Conv2d_0c_7x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_3_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_3_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block17_3_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_3_Branch_1_Conv2d_0c_7x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_3_Branch_1_Conv2d_0c_7x1_Activation", "inbound_nodes": [[["Block17_3_Branch_1_Conv2d_0c_7x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block17_3_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block17_3_Concatenate", "inbound_nodes": [[["Block17_3_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block17_3_Branch_1_Conv2d_0c_7x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_3_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 896, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block17_3_Conv2d_1x1", "inbound_nodes": [[["Block17_3_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block17_3_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [8, 8, 896], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 0.1}}, "name": "Block17_3_ScaleSum", "inbound_nodes": [[["Block17_2_Activation", 0, 0, {}], ["Block17_3_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_3_Activation", "inbound_nodes": [[["Block17_3_ScaleSum", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_4_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_4_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Block17_3_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_4_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_4_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block17_4_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_4_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_4_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block17_4_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_4_Branch_1_Conv2d_0b_1x7", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_4_Branch_1_Conv2d_0b_1x7", "inbound_nodes": [[["Block17_4_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_4_Branch_1_Conv2d_0b_1x7_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_4_Branch_1_Conv2d_0b_1x7_BatchNorm", "inbound_nodes": [[["Block17_4_Branch_1_Conv2d_0b_1x7", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_4_Branch_1_Conv2d_0b_1x7_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_4_Branch_1_Conv2d_0b_1x7_Activation", "inbound_nodes": [[["Block17_4_Branch_1_Conv2d_0b_1x7_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_4_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_4_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Block17_3_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_4_Branch_1_Conv2d_0c_7x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_4_Branch_1_Conv2d_0c_7x1", "inbound_nodes": [[["Block17_4_Branch_1_Conv2d_0b_1x7_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_4_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_4_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block17_4_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_4_Branch_1_Conv2d_0c_7x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_4_Branch_1_Conv2d_0c_7x1_BatchNorm", "inbound_nodes": [[["Block17_4_Branch_1_Conv2d_0c_7x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_4_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_4_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block17_4_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_4_Branch_1_Conv2d_0c_7x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_4_Branch_1_Conv2d_0c_7x1_Activation", "inbound_nodes": [[["Block17_4_Branch_1_Conv2d_0c_7x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block17_4_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block17_4_Concatenate", "inbound_nodes": [[["Block17_4_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block17_4_Branch_1_Conv2d_0c_7x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_4_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 896, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block17_4_Conv2d_1x1", "inbound_nodes": [[["Block17_4_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block17_4_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [8, 8, 896], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 0.1}}, "name": "Block17_4_ScaleSum", "inbound_nodes": [[["Block17_3_Activation", 0, 0, {}], ["Block17_4_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_4_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_4_Activation", "inbound_nodes": [[["Block17_4_ScaleSum", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_5_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_5_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Block17_4_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_5_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_5_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block17_5_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_5_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_5_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block17_5_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_5_Branch_1_Conv2d_0b_1x7", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_5_Branch_1_Conv2d_0b_1x7", "inbound_nodes": [[["Block17_5_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_5_Branch_1_Conv2d_0b_1x7_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_5_Branch_1_Conv2d_0b_1x7_BatchNorm", "inbound_nodes": [[["Block17_5_Branch_1_Conv2d_0b_1x7", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_5_Branch_1_Conv2d_0b_1x7_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_5_Branch_1_Conv2d_0b_1x7_Activation", "inbound_nodes": [[["Block17_5_Branch_1_Conv2d_0b_1x7_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_5_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_5_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Block17_4_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_5_Branch_1_Conv2d_0c_7x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_5_Branch_1_Conv2d_0c_7x1", "inbound_nodes": [[["Block17_5_Branch_1_Conv2d_0b_1x7_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_5_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_5_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block17_5_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_5_Branch_1_Conv2d_0c_7x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_5_Branch_1_Conv2d_0c_7x1_BatchNorm", "inbound_nodes": [[["Block17_5_Branch_1_Conv2d_0c_7x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_5_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_5_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block17_5_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_5_Branch_1_Conv2d_0c_7x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_5_Branch_1_Conv2d_0c_7x1_Activation", "inbound_nodes": [[["Block17_5_Branch_1_Conv2d_0c_7x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block17_5_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block17_5_Concatenate", "inbound_nodes": [[["Block17_5_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block17_5_Branch_1_Conv2d_0c_7x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_5_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 896, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block17_5_Conv2d_1x1", "inbound_nodes": [[["Block17_5_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block17_5_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [8, 8, 896], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 0.1}}, "name": "Block17_5_ScaleSum", "inbound_nodes": [[["Block17_4_Activation", 0, 0, {}], ["Block17_5_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_5_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_5_Activation", "inbound_nodes": [[["Block17_5_ScaleSum", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_6_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_6_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Block17_5_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_6_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_6_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block17_6_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_6_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_6_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block17_6_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_6_Branch_1_Conv2d_0b_1x7", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_6_Branch_1_Conv2d_0b_1x7", "inbound_nodes": [[["Block17_6_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_6_Branch_1_Conv2d_0b_1x7_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_6_Branch_1_Conv2d_0b_1x7_BatchNorm", "inbound_nodes": [[["Block17_6_Branch_1_Conv2d_0b_1x7", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_6_Branch_1_Conv2d_0b_1x7_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_6_Branch_1_Conv2d_0b_1x7_Activation", "inbound_nodes": [[["Block17_6_Branch_1_Conv2d_0b_1x7_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_6_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_6_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Block17_5_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_6_Branch_1_Conv2d_0c_7x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_6_Branch_1_Conv2d_0c_7x1", "inbound_nodes": [[["Block17_6_Branch_1_Conv2d_0b_1x7_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_6_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_6_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block17_6_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_6_Branch_1_Conv2d_0c_7x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_6_Branch_1_Conv2d_0c_7x1_BatchNorm", "inbound_nodes": [[["Block17_6_Branch_1_Conv2d_0c_7x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_6_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_6_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block17_6_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_6_Branch_1_Conv2d_0c_7x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_6_Branch_1_Conv2d_0c_7x1_Activation", "inbound_nodes": [[["Block17_6_Branch_1_Conv2d_0c_7x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block17_6_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block17_6_Concatenate", "inbound_nodes": [[["Block17_6_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block17_6_Branch_1_Conv2d_0c_7x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_6_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 896, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block17_6_Conv2d_1x1", "inbound_nodes": [[["Block17_6_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block17_6_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [8, 8, 896], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 0.1}}, "name": "Block17_6_ScaleSum", "inbound_nodes": [[["Block17_5_Activation", 0, 0, {}], ["Block17_6_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_6_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_6_Activation", "inbound_nodes": [[["Block17_6_ScaleSum", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_7_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_7_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Block17_6_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_7_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_7_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block17_7_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_7_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_7_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block17_7_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_7_Branch_1_Conv2d_0b_1x7", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_7_Branch_1_Conv2d_0b_1x7", "inbound_nodes": [[["Block17_7_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_7_Branch_1_Conv2d_0b_1x7_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_7_Branch_1_Conv2d_0b_1x7_BatchNorm", "inbound_nodes": [[["Block17_7_Branch_1_Conv2d_0b_1x7", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_7_Branch_1_Conv2d_0b_1x7_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_7_Branch_1_Conv2d_0b_1x7_Activation", "inbound_nodes": [[["Block17_7_Branch_1_Conv2d_0b_1x7_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_7_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_7_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Block17_6_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_7_Branch_1_Conv2d_0c_7x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_7_Branch_1_Conv2d_0c_7x1", "inbound_nodes": [[["Block17_7_Branch_1_Conv2d_0b_1x7_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_7_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_7_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block17_7_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_7_Branch_1_Conv2d_0c_7x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_7_Branch_1_Conv2d_0c_7x1_BatchNorm", "inbound_nodes": [[["Block17_7_Branch_1_Conv2d_0c_7x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_7_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_7_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block17_7_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_7_Branch_1_Conv2d_0c_7x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_7_Branch_1_Conv2d_0c_7x1_Activation", "inbound_nodes": [[["Block17_7_Branch_1_Conv2d_0c_7x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block17_7_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block17_7_Concatenate", "inbound_nodes": [[["Block17_7_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block17_7_Branch_1_Conv2d_0c_7x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_7_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 896, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block17_7_Conv2d_1x1", "inbound_nodes": [[["Block17_7_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block17_7_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [8, 8, 896], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 0.1}}, "name": "Block17_7_ScaleSum", "inbound_nodes": [[["Block17_6_Activation", 0, 0, {}], ["Block17_7_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_7_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_7_Activation", "inbound_nodes": [[["Block17_7_ScaleSum", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_8_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_8_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Block17_7_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_8_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_8_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block17_8_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_8_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_8_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block17_8_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_8_Branch_1_Conv2d_0b_1x7", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_8_Branch_1_Conv2d_0b_1x7", "inbound_nodes": [[["Block17_8_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_8_Branch_1_Conv2d_0b_1x7_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_8_Branch_1_Conv2d_0b_1x7_BatchNorm", "inbound_nodes": [[["Block17_8_Branch_1_Conv2d_0b_1x7", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_8_Branch_1_Conv2d_0b_1x7_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_8_Branch_1_Conv2d_0b_1x7_Activation", "inbound_nodes": [[["Block17_8_Branch_1_Conv2d_0b_1x7_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_8_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_8_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Block17_7_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_8_Branch_1_Conv2d_0c_7x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_8_Branch_1_Conv2d_0c_7x1", "inbound_nodes": [[["Block17_8_Branch_1_Conv2d_0b_1x7_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_8_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_8_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block17_8_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_8_Branch_1_Conv2d_0c_7x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_8_Branch_1_Conv2d_0c_7x1_BatchNorm", "inbound_nodes": [[["Block17_8_Branch_1_Conv2d_0c_7x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_8_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_8_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block17_8_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_8_Branch_1_Conv2d_0c_7x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_8_Branch_1_Conv2d_0c_7x1_Activation", "inbound_nodes": [[["Block17_8_Branch_1_Conv2d_0c_7x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block17_8_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block17_8_Concatenate", "inbound_nodes": [[["Block17_8_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block17_8_Branch_1_Conv2d_0c_7x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_8_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 896, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block17_8_Conv2d_1x1", "inbound_nodes": [[["Block17_8_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block17_8_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [8, 8, 896], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 0.1}}, "name": "Block17_8_ScaleSum", "inbound_nodes": [[["Block17_7_Activation", 0, 0, {}], ["Block17_8_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_8_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_8_Activation", "inbound_nodes": [[["Block17_8_ScaleSum", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_9_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_9_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Block17_8_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_9_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_9_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block17_9_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_9_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_9_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block17_9_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_9_Branch_1_Conv2d_0b_1x7", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_9_Branch_1_Conv2d_0b_1x7", "inbound_nodes": [[["Block17_9_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_9_Branch_1_Conv2d_0b_1x7_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_9_Branch_1_Conv2d_0b_1x7_BatchNorm", "inbound_nodes": [[["Block17_9_Branch_1_Conv2d_0b_1x7", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_9_Branch_1_Conv2d_0b_1x7_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_9_Branch_1_Conv2d_0b_1x7_Activation", "inbound_nodes": [[["Block17_9_Branch_1_Conv2d_0b_1x7_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_9_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_9_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Block17_8_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_9_Branch_1_Conv2d_0c_7x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_9_Branch_1_Conv2d_0c_7x1", "inbound_nodes": [[["Block17_9_Branch_1_Conv2d_0b_1x7_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_9_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_9_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block17_9_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_9_Branch_1_Conv2d_0c_7x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_9_Branch_1_Conv2d_0c_7x1_BatchNorm", "inbound_nodes": [[["Block17_9_Branch_1_Conv2d_0c_7x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_9_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_9_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block17_9_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_9_Branch_1_Conv2d_0c_7x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_9_Branch_1_Conv2d_0c_7x1_Activation", "inbound_nodes": [[["Block17_9_Branch_1_Conv2d_0c_7x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block17_9_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block17_9_Concatenate", "inbound_nodes": [[["Block17_9_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block17_9_Branch_1_Conv2d_0c_7x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_9_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 896, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block17_9_Conv2d_1x1", "inbound_nodes": [[["Block17_9_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block17_9_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [8, 8, 896], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 0.1}}, "name": "Block17_9_ScaleSum", "inbound_nodes": [[["Block17_8_Activation", 0, 0, {}], ["Block17_9_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_9_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_9_Activation", "inbound_nodes": [[["Block17_9_ScaleSum", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_10_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_10_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Block17_9_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_10_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_10_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block17_10_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_10_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_10_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block17_10_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_10_Branch_1_Conv2d_0b_1x7", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 7], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_10_Branch_1_Conv2d_0b_1x7", "inbound_nodes": [[["Block17_10_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_10_Branch_1_Conv2d_0b_1x7_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_10_Branch_1_Conv2d_0b_1x7_BatchNorm", "inbound_nodes": [[["Block17_10_Branch_1_Conv2d_0b_1x7", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_10_Branch_1_Conv2d_0b_1x7_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_10_Branch_1_Conv2d_0b_1x7_Activation", "inbound_nodes": [[["Block17_10_Branch_1_Conv2d_0b_1x7_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_10_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_10_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Block17_9_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_10_Branch_1_Conv2d_0c_7x1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": [7, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block17_10_Branch_1_Conv2d_0c_7x1", "inbound_nodes": [[["Block17_10_Branch_1_Conv2d_0b_1x7_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_10_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_10_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block17_10_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block17_10_Branch_1_Conv2d_0c_7x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block17_10_Branch_1_Conv2d_0c_7x1_BatchNorm", "inbound_nodes": [[["Block17_10_Branch_1_Conv2d_0c_7x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_10_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_10_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block17_10_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_10_Branch_1_Conv2d_0c_7x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_10_Branch_1_Conv2d_0c_7x1_Activation", "inbound_nodes": [[["Block17_10_Branch_1_Conv2d_0c_7x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block17_10_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block17_10_Concatenate", "inbound_nodes": [[["Block17_10_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block17_10_Branch_1_Conv2d_0c_7x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block17_10_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 896, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block17_10_Conv2d_1x1", "inbound_nodes": [[["Block17_10_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block17_10_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [8, 8, 896], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 0.1}}, "name": "Block17_10_ScaleSum", "inbound_nodes": [[["Block17_9_Activation", 0, 0, {}], ["Block17_10_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block17_10_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block17_10_Activation", "inbound_nodes": [[["Block17_10_ScaleSum", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Mixed_7a_Branch_2_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Mixed_7a_Branch_2_Conv2d_0a_1x1", "inbound_nodes": [[["Block17_10_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Mixed_7a_Branch_2_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Mixed_7a_Branch_2_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Mixed_7a_Branch_2_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Mixed_7a_Branch_2_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Mixed_7a_Branch_2_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Mixed_7a_Branch_2_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Mixed_7a_Branch_0_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Mixed_7a_Branch_0_Conv2d_0a_1x1", "inbound_nodes": [[["Block17_10_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Mixed_7a_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Mixed_7a_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Block17_10_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Mixed_7a_Branch_2_Conv2d_0b_3x3", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Mixed_7a_Branch_2_Conv2d_0b_3x3", "inbound_nodes": [[["Mixed_7a_Branch_2_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Mixed_7a_Branch_0_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Mixed_7a_Branch_0_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Mixed_7a_Branch_0_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Mixed_7a_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Mixed_7a_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Mixed_7a_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Mixed_7a_Branch_2_Conv2d_0b_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Mixed_7a_Branch_2_Conv2d_0b_3x3_BatchNorm", "inbound_nodes": [[["Mixed_7a_Branch_2_Conv2d_0b_3x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Mixed_7a_Branch_0_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Mixed_7a_Branch_0_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Mixed_7a_Branch_0_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Mixed_7a_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Mixed_7a_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Mixed_7a_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Mixed_7a_Branch_2_Conv2d_0b_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Mixed_7a_Branch_2_Conv2d_0b_3x3_Activation", "inbound_nodes": [[["Mixed_7a_Branch_2_Conv2d_0b_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Mixed_7a_Branch_0_Conv2d_1a_3x3", "trainable": true, "dtype": "float32", "filters": 384, "kernel_size": [3, 3], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Mixed_7a_Branch_0_Conv2d_1a_3x3", "inbound_nodes": [[["Mixed_7a_Branch_0_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Mixed_7a_Branch_1_Conv2d_1a_3x3", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Mixed_7a_Branch_1_Conv2d_1a_3x3", "inbound_nodes": [[["Mixed_7a_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Mixed_7a_Branch_2_Conv2d_1a_3x3", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": [3, 3], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Mixed_7a_Branch_2_Conv2d_1a_3x3", "inbound_nodes": [[["Mixed_7a_Branch_2_Conv2d_0b_3x3_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Mixed_7a_Branch_0_Conv2d_1a_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Mixed_7a_Branch_0_Conv2d_1a_3x3_BatchNorm", "inbound_nodes": [[["Mixed_7a_Branch_0_Conv2d_1a_3x3", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Mixed_7a_Branch_1_Conv2d_1a_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Mixed_7a_Branch_1_Conv2d_1a_3x3_BatchNorm", "inbound_nodes": [[["Mixed_7a_Branch_1_Conv2d_1a_3x3", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Mixed_7a_Branch_2_Conv2d_1a_3x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Mixed_7a_Branch_2_Conv2d_1a_3x3_BatchNorm", "inbound_nodes": [[["Mixed_7a_Branch_2_Conv2d_1a_3x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Mixed_7a_Branch_0_Conv2d_1a_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Mixed_7a_Branch_0_Conv2d_1a_3x3_Activation", "inbound_nodes": [[["Mixed_7a_Branch_0_Conv2d_1a_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Mixed_7a_Branch_1_Conv2d_1a_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Mixed_7a_Branch_1_Conv2d_1a_3x3_Activation", "inbound_nodes": [[["Mixed_7a_Branch_1_Conv2d_1a_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Mixed_7a_Branch_2_Conv2d_1a_3x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Mixed_7a_Branch_2_Conv2d_1a_3x3_Activation", "inbound_nodes": [[["Mixed_7a_Branch_2_Conv2d_1a_3x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "MaxPooling2D", "config": {"name": "Mixed_7a_Branch_3_MaxPool_1a_3x3", "trainable": true, "dtype": "float32", "pool_size": [3, 3], "padding": "valid", "strides": [2, 2], "data_format": "channels_last"}, "name": "Mixed_7a_Branch_3_MaxPool_1a_3x3", "inbound_nodes": [[["Block17_10_Activation", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Mixed_7a", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Mixed_7a", "inbound_nodes": [[["Mixed_7a_Branch_0_Conv2d_1a_3x3_Activation", 0, 0, {}], ["Mixed_7a_Branch_1_Conv2d_1a_3x3_Activation", 0, 0, {}], ["Mixed_7a_Branch_2_Conv2d_1a_3x3_Activation", 0, 0, {}], ["Mixed_7a_Branch_3_MaxPool_1a_3x3", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_1_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_1_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Mixed_7a", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_1_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_1_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block8_1_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_1_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_1_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block8_1_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_1_Branch_1_Conv2d_0b_1x3", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [1, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_1_Branch_1_Conv2d_0b_1x3", "inbound_nodes": [[["Block8_1_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_1_Branch_1_Conv2d_0b_1x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_1_Branch_1_Conv2d_0b_1x3_BatchNorm", "inbound_nodes": [[["Block8_1_Branch_1_Conv2d_0b_1x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_1_Branch_1_Conv2d_0b_1x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_1_Branch_1_Conv2d_0b_1x3_Activation", "inbound_nodes": [[["Block8_1_Branch_1_Conv2d_0b_1x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_1_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_1_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Mixed_7a", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_1_Branch_1_Conv2d_0c_3x1", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [3, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_1_Branch_1_Conv2d_0c_3x1", "inbound_nodes": [[["Block8_1_Branch_1_Conv2d_0b_1x3_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_1_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_1_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block8_1_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_1_Branch_1_Conv2d_0c_3x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_1_Branch_1_Conv2d_0c_3x1_BatchNorm", "inbound_nodes": [[["Block8_1_Branch_1_Conv2d_0c_3x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_1_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_1_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block8_1_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_1_Branch_1_Conv2d_0c_3x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_1_Branch_1_Conv2d_0c_3x1_Activation", "inbound_nodes": [[["Block8_1_Branch_1_Conv2d_0c_3x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block8_1_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block8_1_Concatenate", "inbound_nodes": [[["Block8_1_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block8_1_Branch_1_Conv2d_0c_3x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_1_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 1792, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block8_1_Conv2d_1x1", "inbound_nodes": [[["Block8_1_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block8_1_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [3, 3, 1792], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 0.2}}, "name": "Block8_1_ScaleSum", "inbound_nodes": [[["Mixed_7a", 0, 0, {}], ["Block8_1_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_1_Activation", "inbound_nodes": [[["Block8_1_ScaleSum", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_2_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_2_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Block8_1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_2_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_2_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block8_2_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_2_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_2_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block8_2_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_2_Branch_1_Conv2d_0b_1x3", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [1, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_2_Branch_1_Conv2d_0b_1x3", "inbound_nodes": [[["Block8_2_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_2_Branch_1_Conv2d_0b_1x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_2_Branch_1_Conv2d_0b_1x3_BatchNorm", "inbound_nodes": [[["Block8_2_Branch_1_Conv2d_0b_1x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_2_Branch_1_Conv2d_0b_1x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_2_Branch_1_Conv2d_0b_1x3_Activation", "inbound_nodes": [[["Block8_2_Branch_1_Conv2d_0b_1x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_2_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_2_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Block8_1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_2_Branch_1_Conv2d_0c_3x1", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [3, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_2_Branch_1_Conv2d_0c_3x1", "inbound_nodes": [[["Block8_2_Branch_1_Conv2d_0b_1x3_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_2_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_2_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block8_2_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_2_Branch_1_Conv2d_0c_3x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_2_Branch_1_Conv2d_0c_3x1_BatchNorm", "inbound_nodes": [[["Block8_2_Branch_1_Conv2d_0c_3x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_2_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_2_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block8_2_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_2_Branch_1_Conv2d_0c_3x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_2_Branch_1_Conv2d_0c_3x1_Activation", "inbound_nodes": [[["Block8_2_Branch_1_Conv2d_0c_3x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block8_2_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block8_2_Concatenate", "inbound_nodes": [[["Block8_2_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block8_2_Branch_1_Conv2d_0c_3x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_2_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 1792, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block8_2_Conv2d_1x1", "inbound_nodes": [[["Block8_2_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block8_2_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [3, 3, 1792], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 0.2}}, "name": "Block8_2_ScaleSum", "inbound_nodes": [[["Block8_1_Activation", 0, 0, {}], ["Block8_2_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_2_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_2_Activation", "inbound_nodes": [[["Block8_2_ScaleSum", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_3_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_3_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Block8_2_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_3_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_3_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block8_3_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_3_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_3_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block8_3_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_3_Branch_1_Conv2d_0b_1x3", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [1, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_3_Branch_1_Conv2d_0b_1x3", "inbound_nodes": [[["Block8_3_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_3_Branch_1_Conv2d_0b_1x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_3_Branch_1_Conv2d_0b_1x3_BatchNorm", "inbound_nodes": [[["Block8_3_Branch_1_Conv2d_0b_1x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_3_Branch_1_Conv2d_0b_1x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_3_Branch_1_Conv2d_0b_1x3_Activation", "inbound_nodes": [[["Block8_3_Branch_1_Conv2d_0b_1x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_3_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_3_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Block8_2_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_3_Branch_1_Conv2d_0c_3x1", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [3, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_3_Branch_1_Conv2d_0c_3x1", "inbound_nodes": [[["Block8_3_Branch_1_Conv2d_0b_1x3_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_3_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_3_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block8_3_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_3_Branch_1_Conv2d_0c_3x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_3_Branch_1_Conv2d_0c_3x1_BatchNorm", "inbound_nodes": [[["Block8_3_Branch_1_Conv2d_0c_3x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_3_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_3_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block8_3_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_3_Branch_1_Conv2d_0c_3x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_3_Branch_1_Conv2d_0c_3x1_Activation", "inbound_nodes": [[["Block8_3_Branch_1_Conv2d_0c_3x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block8_3_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block8_3_Concatenate", "inbound_nodes": [[["Block8_3_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block8_3_Branch_1_Conv2d_0c_3x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_3_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 1792, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block8_3_Conv2d_1x1", "inbound_nodes": [[["Block8_3_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block8_3_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [3, 3, 1792], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 0.2}}, "name": "Block8_3_ScaleSum", "inbound_nodes": [[["Block8_2_Activation", 0, 0, {}], ["Block8_3_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_3_Activation", "inbound_nodes": [[["Block8_3_ScaleSum", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_4_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_4_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Block8_3_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_4_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_4_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block8_4_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_4_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_4_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block8_4_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_4_Branch_1_Conv2d_0b_1x3", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [1, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_4_Branch_1_Conv2d_0b_1x3", "inbound_nodes": [[["Block8_4_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_4_Branch_1_Conv2d_0b_1x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_4_Branch_1_Conv2d_0b_1x3_BatchNorm", "inbound_nodes": [[["Block8_4_Branch_1_Conv2d_0b_1x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_4_Branch_1_Conv2d_0b_1x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_4_Branch_1_Conv2d_0b_1x3_Activation", "inbound_nodes": [[["Block8_4_Branch_1_Conv2d_0b_1x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_4_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_4_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Block8_3_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_4_Branch_1_Conv2d_0c_3x1", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [3, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_4_Branch_1_Conv2d_0c_3x1", "inbound_nodes": [[["Block8_4_Branch_1_Conv2d_0b_1x3_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_4_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_4_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block8_4_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_4_Branch_1_Conv2d_0c_3x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_4_Branch_1_Conv2d_0c_3x1_BatchNorm", "inbound_nodes": [[["Block8_4_Branch_1_Conv2d_0c_3x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_4_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_4_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block8_4_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_4_Branch_1_Conv2d_0c_3x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_4_Branch_1_Conv2d_0c_3x1_Activation", "inbound_nodes": [[["Block8_4_Branch_1_Conv2d_0c_3x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block8_4_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block8_4_Concatenate", "inbound_nodes": [[["Block8_4_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block8_4_Branch_1_Conv2d_0c_3x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_4_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 1792, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block8_4_Conv2d_1x1", "inbound_nodes": [[["Block8_4_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block8_4_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [3, 3, 1792], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 0.2}}, "name": "Block8_4_ScaleSum", "inbound_nodes": [[["Block8_3_Activation", 0, 0, {}], ["Block8_4_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_4_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_4_Activation", "inbound_nodes": [[["Block8_4_ScaleSum", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_5_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_5_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Block8_4_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_5_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_5_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block8_5_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_5_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_5_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block8_5_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_5_Branch_1_Conv2d_0b_1x3", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [1, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_5_Branch_1_Conv2d_0b_1x3", "inbound_nodes": [[["Block8_5_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_5_Branch_1_Conv2d_0b_1x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_5_Branch_1_Conv2d_0b_1x3_BatchNorm", "inbound_nodes": [[["Block8_5_Branch_1_Conv2d_0b_1x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_5_Branch_1_Conv2d_0b_1x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_5_Branch_1_Conv2d_0b_1x3_Activation", "inbound_nodes": [[["Block8_5_Branch_1_Conv2d_0b_1x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_5_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_5_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Block8_4_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_5_Branch_1_Conv2d_0c_3x1", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [3, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_5_Branch_1_Conv2d_0c_3x1", "inbound_nodes": [[["Block8_5_Branch_1_Conv2d_0b_1x3_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_5_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_5_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block8_5_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_5_Branch_1_Conv2d_0c_3x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_5_Branch_1_Conv2d_0c_3x1_BatchNorm", "inbound_nodes": [[["Block8_5_Branch_1_Conv2d_0c_3x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_5_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_5_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block8_5_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_5_Branch_1_Conv2d_0c_3x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_5_Branch_1_Conv2d_0c_3x1_Activation", "inbound_nodes": [[["Block8_5_Branch_1_Conv2d_0c_3x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block8_5_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block8_5_Concatenate", "inbound_nodes": [[["Block8_5_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block8_5_Branch_1_Conv2d_0c_3x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_5_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 1792, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block8_5_Conv2d_1x1", "inbound_nodes": [[["Block8_5_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block8_5_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [3, 3, 1792], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 0.2}}, "name": "Block8_5_ScaleSum", "inbound_nodes": [[["Block8_4_Activation", 0, 0, {}], ["Block8_5_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_5_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_5_Activation", "inbound_nodes": [[["Block8_5_ScaleSum", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_6_Branch_1_Conv2d_0a_1x1", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_6_Branch_1_Conv2d_0a_1x1", "inbound_nodes": [[["Block8_5_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_6_Branch_1_Conv2d_0a_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_6_Branch_1_Conv2d_0a_1x1_BatchNorm", "inbound_nodes": [[["Block8_6_Branch_1_Conv2d_0a_1x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_6_Branch_1_Conv2d_0a_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_6_Branch_1_Conv2d_0a_1x1_Activation", "inbound_nodes": [[["Block8_6_Branch_1_Conv2d_0a_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_6_Branch_1_Conv2d_0b_1x3", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [1, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_6_Branch_1_Conv2d_0b_1x3", "inbound_nodes": [[["Block8_6_Branch_1_Conv2d_0a_1x1_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_6_Branch_1_Conv2d_0b_1x3_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_6_Branch_1_Conv2d_0b_1x3_BatchNorm", "inbound_nodes": [[["Block8_6_Branch_1_Conv2d_0b_1x3", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_6_Branch_1_Conv2d_0b_1x3_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_6_Branch_1_Conv2d_0b_1x3_Activation", "inbound_nodes": [[["Block8_6_Branch_1_Conv2d_0b_1x3_BatchNorm", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_6_Branch_0_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_6_Branch_0_Conv2d_1x1", "inbound_nodes": [[["Block8_5_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_6_Branch_1_Conv2d_0c_3x1", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": [3, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 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}, "name": "Block8_6_Branch_1_Conv2d_0c_3x1", "inbound_nodes": [[["Block8_6_Branch_1_Conv2d_0b_1x3_Activation", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_6_Branch_0_Conv2d_1x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_6_Branch_0_Conv2d_1x1_BatchNorm", "inbound_nodes": [[["Block8_6_Branch_0_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Block8_6_Branch_1_Conv2d_0c_3x1_BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.995, "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}, "name": "Block8_6_Branch_1_Conv2d_0c_3x1_BatchNorm", "inbound_nodes": [[["Block8_6_Branch_1_Conv2d_0c_3x1", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_6_Branch_0_Conv2d_1x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_6_Branch_0_Conv2d_1x1_Activation", "inbound_nodes": [[["Block8_6_Branch_0_Conv2d_1x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Activation", "config": {"name": "Block8_6_Branch_1_Conv2d_0c_3x1_Activation", "trainable": true, "dtype": "float32", "activation": "relu"}, "name": "Block8_6_Branch_1_Conv2d_0c_3x1_Activation", "inbound_nodes": [[["Block8_6_Branch_1_Conv2d_0c_3x1_BatchNorm", 0, 0, {}]]]}, {"class_name": "Concatenate", "config": {"name": "Block8_6_Concatenate", "trainable": true, "dtype": "float32", "axis": 3}, "name": "Block8_6_Concatenate", "inbound_nodes": [[["Block8_6_Branch_0_Conv2d_1x1_Activation", 0, 0, {}], ["Block8_6_Branch_1_Conv2d_0c_3x1_Activation", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "Block8_6_Conv2d_1x1", "trainable": true, "dtype": "float32", "filters": 1792, "kernel_size": [1, 1], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "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}, "name": "Block8_6_Conv2d_1x1", "inbound_nodes": [[["Block8_6_Concatenate", 0, 0, {}]]]}, {"class_name": "Lambda", "config": {"name": "Block8_6_ScaleSum", "trainable": true, "dtype": "float32", "function": ["4wIAAAAAAAAAAgAAAAMAAABTAAAAcxQAAAB8AGQBGQB8AGQCGQB8ARQAFwBTACkDTukAAAAA6QEA\nAACpACkC2gZpbnB1dHPaBXNjYWxlcgMAAAByAwAAAPobLi4vY29kZS9mYWNlbmV0X2tlcmFzX3Yx\nLnB52gg8bGFtYmRhPloAAADzAAAAAA==\n", null, null], "function_type": "lambda", "module": "tensorflow.python.keras.layers.core", "output_shape": [3, 3, 1792], "output_shape_type": "raw", "output_shape_module": null, "arguments": {"scale": 1.0}}, "name": "Block8_6_ScaleSum", "inbound_nodes": [[["Block8_5_Activation", 0, 0, {}], ["Block8_6_Conv2d_1x1", 0, 0, {}]]]}, {"class_name": "GlobalAveragePooling2D", "config": {"name": "AvgPool", "trainable": true, "dtype": "float32", "data_format": "channels_last"}, "name": "AvgPool", "inbound_nodes": [[["Block8_6_ScaleSum", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "Dropout", "trainable": true, "dtype": "float32", "rate": 0.19999999999999996, "noise_shape": null, "seed": null}, "name": "Dropout", "inbound_nodes": [[["AvgPool", 0, 0, {}]]]}, {"class_name": "Dense", "config": {"name": "Bottleneck", "trainable": true, "dtype": "float32", "units": 128, "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}, "name": "Bottleneck", "inbound_nodes": [[["Dropout", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "Bottleneck_BatchNorm", "trainable": true, "dtype": "float32", "axis": [1], "momentum": 0.995, "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}, "name": "Bottleneck_BatchNorm", "inbound_nodes": [[["Bottleneck", 0, 0, {}]]]}], "input_layers": [["input_1", 0, 0]], "output_layers": [["Bottleneck_BatchNorm", 0, 0]]}, "keras_version": "2.4.0", "backend": "tensorflow"}
2