Skin_Disease.json

{"class_name": "Functional", "config": {"name": "model_3", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": [null, 224, 224, 3], "dtype": "float32", "sparse": false, "ragged": false, "name": "input_4"}, "name": "input_4", "inbound_nodes": []}, {"class_name": "Conv2D", "config": {"name": "conv1", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": [3, 3], "strides": [2, 2], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv1", "inbound_nodes": [[["input_4", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv1_bn", "inbound_nodes": [[["conv1", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv1_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv1_relu", "inbound_nodes": [[["conv1_bn", 0, 0, {}]]]}, {"class_name": "DepthwiseConv2D", "config": {"name": "conv_dw_1", "trainable": true, "dtype": "float32", "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "depthwise_regularizer": null, "depthwise_constraint": null}, "name": "conv_dw_1", "inbound_nodes": [[["conv1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_dw_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_dw_1_bn", "inbound_nodes": [[["conv_dw_1", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_dw_1_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_dw_1_relu", "inbound_nodes": [[["conv_dw_1_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv_pw_1", "trainable": true, "dtype": "float32", "filters": 64, "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": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv_pw_1", "inbound_nodes": [[["conv_dw_1_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_pw_1_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_pw_1_bn", "inbound_nodes": [[["conv_pw_1", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_pw_1_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_pw_1_relu", "inbound_nodes": [[["conv_pw_1_bn", 0, 0, {}]]]}, {"class_name": "ZeroPadding2D", "config": {"name": "conv_pad_2", "trainable": true, "dtype": "float32", "padding": [[0, 1], [0, 1]], "data_format": "channels_last"}, "name": "conv_pad_2", "inbound_nodes": [[["conv_pw_1_relu", 0, 0, {}]]]}, {"class_name": "DepthwiseConv2D", "config": {"name": "conv_dw_2", "trainable": true, "dtype": "float32", "kernel_size": [3, 3], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "depthwise_regularizer": null, "depthwise_constraint": null}, "name": "conv_dw_2", "inbound_nodes": [[["conv_pad_2", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_dw_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_dw_2_bn", "inbound_nodes": [[["conv_dw_2", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_dw_2_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_dw_2_relu", "inbound_nodes": [[["conv_dw_2_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv_pw_2", "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": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv_pw_2", "inbound_nodes": [[["conv_dw_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_pw_2_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_pw_2_bn", "inbound_nodes": [[["conv_pw_2", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_pw_2_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_pw_2_relu", "inbound_nodes": [[["conv_pw_2_bn", 0, 0, {}]]]}, {"class_name": "DepthwiseConv2D", "config": {"name": "conv_dw_3", "trainable": true, "dtype": "float32", "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "depthwise_regularizer": null, "depthwise_constraint": null}, "name": "conv_dw_3", "inbound_nodes": [[["conv_pw_2_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_dw_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_dw_3_bn", "inbound_nodes": [[["conv_dw_3", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_dw_3_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_dw_3_relu", "inbound_nodes": [[["conv_dw_3_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv_pw_3", "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": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv_pw_3", "inbound_nodes": [[["conv_dw_3_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_pw_3_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_pw_3_bn", "inbound_nodes": [[["conv_pw_3", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_pw_3_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_pw_3_relu", "inbound_nodes": [[["conv_pw_3_bn", 0, 0, {}]]]}, {"class_name": "ZeroPadding2D", "config": {"name": "conv_pad_4", "trainable": true, "dtype": "float32", "padding": [[0, 1], [0, 1]], "data_format": "channels_last"}, "name": "conv_pad_4", "inbound_nodes": [[["conv_pw_3_relu", 0, 0, {}]]]}, {"class_name": "DepthwiseConv2D", "config": {"name": "conv_dw_4", "trainable": true, "dtype": "float32", "kernel_size": [3, 3], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "depthwise_regularizer": null, "depthwise_constraint": null}, "name": "conv_dw_4", "inbound_nodes": [[["conv_pad_4", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_dw_4_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_dw_4_bn", "inbound_nodes": [[["conv_dw_4", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_dw_4_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_dw_4_relu", "inbound_nodes": [[["conv_dw_4_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv_pw_4", "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": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv_pw_4", "inbound_nodes": [[["conv_dw_4_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_pw_4_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_pw_4_bn", "inbound_nodes": [[["conv_pw_4", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_pw_4_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_pw_4_relu", "inbound_nodes": [[["conv_pw_4_bn", 0, 0, {}]]]}, {"class_name": "DepthwiseConv2D", "config": {"name": "conv_dw_5", "trainable": true, "dtype": "float32", "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "depthwise_regularizer": null, "depthwise_constraint": null}, "name": "conv_dw_5", "inbound_nodes": [[["conv_pw_4_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_dw_5_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_dw_5_bn", "inbound_nodes": [[["conv_dw_5", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_dw_5_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_dw_5_relu", "inbound_nodes": [[["conv_dw_5_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv_pw_5", "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": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv_pw_5", "inbound_nodes": [[["conv_dw_5_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_pw_5_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_pw_5_bn", "inbound_nodes": [[["conv_pw_5", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_pw_5_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_pw_5_relu", "inbound_nodes": [[["conv_pw_5_bn", 0, 0, {}]]]}, {"class_name": "ZeroPadding2D", "config": {"name": "conv_pad_6", "trainable": true, "dtype": "float32", "padding": [[0, 1], [0, 1]], "data_format": "channels_last"}, "name": "conv_pad_6", "inbound_nodes": [[["conv_pw_5_relu", 0, 0, {}]]]}, {"class_name": "DepthwiseConv2D", "config": {"name": "conv_dw_6", "trainable": true, "dtype": "float32", "kernel_size": [3, 3], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "depthwise_regularizer": null, "depthwise_constraint": null}, "name": "conv_dw_6", "inbound_nodes": [[["conv_pad_6", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_dw_6_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_dw_6_bn", "inbound_nodes": [[["conv_dw_6", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_dw_6_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_dw_6_relu", "inbound_nodes": [[["conv_dw_6_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv_pw_6", "trainable": true, "dtype": "float32", "filters": 512, "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": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv_pw_6", "inbound_nodes": [[["conv_dw_6_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_pw_6_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_pw_6_bn", "inbound_nodes": [[["conv_pw_6", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_pw_6_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_pw_6_relu", "inbound_nodes": [[["conv_pw_6_bn", 0, 0, {}]]]}, {"class_name": "DepthwiseConv2D", "config": {"name": "conv_dw_7", "trainable": true, "dtype": "float32", "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "depthwise_regularizer": null, "depthwise_constraint": null}, "name": "conv_dw_7", "inbound_nodes": [[["conv_pw_6_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_dw_7_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_dw_7_bn", "inbound_nodes": [[["conv_dw_7", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_dw_7_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_dw_7_relu", "inbound_nodes": [[["conv_dw_7_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv_pw_7", "trainable": true, "dtype": "float32", "filters": 512, "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": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv_pw_7", "inbound_nodes": [[["conv_dw_7_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_pw_7_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_pw_7_bn", "inbound_nodes": [[["conv_pw_7", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_pw_7_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_pw_7_relu", "inbound_nodes": [[["conv_pw_7_bn", 0, 0, {}]]]}, {"class_name": "DepthwiseConv2D", "config": {"name": "conv_dw_8", "trainable": true, "dtype": "float32", "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "depthwise_regularizer": null, "depthwise_constraint": null}, "name": "conv_dw_8", "inbound_nodes": [[["conv_pw_7_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_dw_8_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_dw_8_bn", "inbound_nodes": [[["conv_dw_8", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_dw_8_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_dw_8_relu", "inbound_nodes": [[["conv_dw_8_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv_pw_8", "trainable": true, "dtype": "float32", "filters": 512, "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": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv_pw_8", "inbound_nodes": [[["conv_dw_8_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_pw_8_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_pw_8_bn", "inbound_nodes": [[["conv_pw_8", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_pw_8_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_pw_8_relu", "inbound_nodes": [[["conv_pw_8_bn", 0, 0, {}]]]}, {"class_name": "DepthwiseConv2D", "config": {"name": "conv_dw_9", "trainable": true, "dtype": "float32", "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "depthwise_regularizer": null, "depthwise_constraint": null}, "name": "conv_dw_9", "inbound_nodes": [[["conv_pw_8_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_dw_9_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_dw_9_bn", "inbound_nodes": [[["conv_dw_9", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_dw_9_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_dw_9_relu", "inbound_nodes": [[["conv_dw_9_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv_pw_9", "trainable": true, "dtype": "float32", "filters": 512, "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": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv_pw_9", "inbound_nodes": [[["conv_dw_9_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_pw_9_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_pw_9_bn", "inbound_nodes": [[["conv_pw_9", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_pw_9_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_pw_9_relu", "inbound_nodes": [[["conv_pw_9_bn", 0, 0, {}]]]}, {"class_name": "DepthwiseConv2D", "config": {"name": "conv_dw_10", "trainable": true, "dtype": "float32", "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "depthwise_regularizer": null, "depthwise_constraint": null}, "name": "conv_dw_10", "inbound_nodes": [[["conv_pw_9_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_dw_10_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_dw_10_bn", "inbound_nodes": [[["conv_dw_10", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_dw_10_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_dw_10_relu", "inbound_nodes": [[["conv_dw_10_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv_pw_10", "trainable": true, "dtype": "float32", "filters": 512, "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": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv_pw_10", "inbound_nodes": [[["conv_dw_10_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_pw_10_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_pw_10_bn", "inbound_nodes": [[["conv_pw_10", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_pw_10_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_pw_10_relu", "inbound_nodes": [[["conv_pw_10_bn", 0, 0, {}]]]}, {"class_name": "DepthwiseConv2D", "config": {"name": "conv_dw_11", "trainable": true, "dtype": "float32", "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "depthwise_regularizer": null, "depthwise_constraint": null}, "name": "conv_dw_11", "inbound_nodes": [[["conv_pw_10_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_dw_11_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_dw_11_bn", "inbound_nodes": [[["conv_dw_11", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_dw_11_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_dw_11_relu", "inbound_nodes": [[["conv_dw_11_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv_pw_11", "trainable": true, "dtype": "float32", "filters": 512, "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": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv_pw_11", "inbound_nodes": [[["conv_dw_11_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_pw_11_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_pw_11_bn", "inbound_nodes": [[["conv_pw_11", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_pw_11_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_pw_11_relu", "inbound_nodes": [[["conv_pw_11_bn", 0, 0, {}]]]}, {"class_name": "ZeroPadding2D", "config": {"name": "conv_pad_12", "trainable": true, "dtype": "float32", "padding": [[0, 1], [0, 1]], "data_format": "channels_last"}, "name": "conv_pad_12", "inbound_nodes": [[["conv_pw_11_relu", 0, 0, {}]]]}, {"class_name": "DepthwiseConv2D", "config": {"name": "conv_dw_12", "trainable": true, "dtype": "float32", "kernel_size": [3, 3], "strides": [2, 2], "padding": "valid", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "depthwise_regularizer": null, "depthwise_constraint": null}, "name": "conv_dw_12", "inbound_nodes": [[["conv_pad_12", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_dw_12_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_dw_12_bn", "inbound_nodes": [[["conv_dw_12", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_dw_12_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_dw_12_relu", "inbound_nodes": [[["conv_dw_12_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv_pw_12", "trainable": true, "dtype": "float32", "filters": 1024, "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": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv_pw_12", "inbound_nodes": [[["conv_dw_12_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_pw_12_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_pw_12_bn", "inbound_nodes": [[["conv_pw_12", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_pw_12_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_pw_12_relu", "inbound_nodes": [[["conv_pw_12_bn", 0, 0, {}]]]}, {"class_name": "DepthwiseConv2D", "config": {"name": "conv_dw_13", "trainable": true, "dtype": "float32", "kernel_size": [3, 3], "strides": [1, 1], "padding": "same", "data_format": "channels_last", "dilation_rate": [1, 1], "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "depthwise_regularizer": null, "depthwise_constraint": null}, "name": "conv_dw_13", "inbound_nodes": [[["conv_pw_12_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_dw_13_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_dw_13_bn", "inbound_nodes": [[["conv_dw_13", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_dw_13_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_dw_13_relu", "inbound_nodes": [[["conv_dw_13_bn", 0, 0, {}]]]}, {"class_name": "Conv2D", "config": {"name": "conv_pw_13", "trainable": true, "dtype": "float32", "filters": 1024, "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": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "conv_pw_13", "inbound_nodes": [[["conv_dw_13_relu", 0, 0, {}]]]}, {"class_name": "BatchNormalization", "config": {"name": "conv_pw_13_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}}, "gamma_initializer": {"class_name": "Ones", "config": {}}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}}, "moving_variance_initializer": {"class_name": "Ones", "config": {}}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "conv_pw_13_bn", "inbound_nodes": [[["conv_pw_13", 0, 0, {}]]]}, {"class_name": "ReLU", "config": {"name": "conv_pw_13_relu", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "name": "conv_pw_13_relu", "inbound_nodes": [[["conv_pw_13_bn", 0, 0, {}]]]}, {"class_name": "Flatten", "config": {"name": "flatten_3", "trainable": true, "dtype": "float32", "data_format": "channels_last"}, "name": "flatten_3", "inbound_nodes": [[["conv_pw_13_relu", 0, 0, {}]]]}, {"class_name": "Dense", "config": {"name": "dense_6", "trainable": true, "dtype": "float32", "units": 1024, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "dense_6", "inbound_nodes": [[["flatten_3", 0, 0, {}]]]}, {"class_name": "Dropout", "config": {"name": "dropout_3", "trainable": true, "dtype": "float32", "rate": 0.25, "noise_shape": null, "seed": null}, "name": "dropout_3", "inbound_nodes": [[["dense_6", 0, 0, {}]]]}, {"class_name": "Dense", "config": {"name": "dense_7", "trainable": true, "dtype": "float32", "units": 9, "activation": "softmax", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "dense_7", "inbound_nodes": [[["dropout_3", 0, 0, {}]]]}], "input_layers": [["input_4", 0, 0]], "output_layers": [["dense_7", 0, 0]]}, "keras_version": "2.7.0", "backend": "tensorflow"}