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root.layer_with_weights-4"_tf_keras_layer*�
{"name": "conv2d_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2d_23", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 21}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 22}, "kernel_regularizer": {"class_name": "L2", "config": {"l2": 9.999999747378752e-05}, "shared_object_id": 23}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_20", 0, 0, {}]]], "shared_object_id": 24, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 16}}, "shared_object_id": 220}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 32, 16]}}2

�		root.layer_with_weights-5"_tf_keras_layer*�	{"name": "batch_normalization_21", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_21", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 25}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 26}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 27}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 28}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_23", 0, 0, {}]]], "shared_object_id": 29, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 16}}, "shared_object_id": 221}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 32, 16]}}2

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root.layer-9"_tf_keras_layer*�{"name": "add_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "add_9", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["activation_19", 0, 0, {}], ["batch_normalization_21", 0, 0, {}]]], "shared_object_id": 30, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 32, 32, 16]}, {"class_name": "TensorShape", "items": [null, 32, 32, 16]}]}2

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root.layer-10"_tf_keras_layer*�{"name": "activation_21", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_21", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["add_9", 0, 0, {}]]], "shared_object_id": 31}2

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root.layer_with_weights-6"_tf_keras_layer*�
{"name": "conv2d_24", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2d_24", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 32}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 33}, "kernel_regularizer": {"class_name": "L2", "config": {"l2": 9.999999747378752e-05}, "shared_object_id": 34}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_21", 0, 0, {}]]], "shared_object_id": 35, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 16}}, "shared_object_id": 222}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 32, 16]}}2

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root.layer_with_weights-7"_tf_keras_layer*�	{"name": "batch_normalization_22", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_22", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 36}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 37}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 38}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 39}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_24", 0, 0, {}]]], "shared_object_id": 40, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 16}}, "shared_object_id": 223}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 32, 16]}}2

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root.layer-13"_tf_keras_layer*�{"name": "activation_22", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_22", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_22", 0, 0, {}]]], "shared_object_id": 41}2

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root.layer_with_weights-8"_tf_keras_layer*�
{"name": "conv2d_25", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2d_25", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 42}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 43}, "kernel_regularizer": {"class_name": "L2", "config": {"l2": 9.999999747378752e-05}, "shared_object_id": 44}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_22", 0, 0, {}]]], "shared_object_id": 45, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 16}}, "shared_object_id": 224}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 32, 16]}}2

�	root.layer_with_weights-9"_tf_keras_layer*�	{"name": "batch_normalization_23", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_23", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 46}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 47}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 48}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 49}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_25", 0, 0, {}]]], "shared_object_id": 50, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 16}}, "shared_object_id": 225}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 32, 16]}}2

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root.layer-16"_tf_keras_layer*�{"name": "add_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "add_10", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["activation_21", 0, 0, {}], ["batch_normalization_23", 0, 0, {}]]], "shared_object_id": 51, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 32, 32, 16]}, {"class_name": "TensorShape", "items": [null, 32, 32, 16]}]}2

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root.layer-17"_tf_keras_layer*�{"name": "activation_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_23", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["add_10", 0, 0, {}]]], "shared_object_id": 52}2

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root.layer_with_weights-10"_tf_keras_layer*�
{"name": "conv2d_26", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2d_26", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 53}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 54}, "kernel_regularizer": {"class_name": "L2", "config": {"l2": 9.999999747378752e-05}, "shared_object_id": 55}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_23", 0, 0, {}]]], "shared_object_id": 56, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 16}}, "shared_object_id": 226}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 32, 16]}}2

�	root.layer_with_weights-11"_tf_keras_layer*�	{"name": "batch_normalization_24", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_24", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 57}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 58}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 59}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 60}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_26", 0, 0, {}]]], "shared_object_id": 61, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 16}}, "shared_object_id": 227}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 32, 16]}}2

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root.layer-20"_tf_keras_layer*�{"name": "activation_24", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_24", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_24", 0, 0, {}]]], "shared_object_id": 62}2

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root.layer_with_weights-12"_tf_keras_layer*�
{"name": "conv2d_27", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2d_27", "trainable": true, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 63}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 64}, "kernel_regularizer": {"class_name": "L2", "config": {"l2": 9.999999747378752e-05}, "shared_object_id": 65}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_24", 0, 0, {}]]], "shared_object_id": 66, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 16}}, "shared_object_id": 228}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 32, 16]}}2

�	root.layer_with_weights-13"_tf_keras_layer*�	{"name": "batch_normalization_25", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_25", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 67}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 68}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 69}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 70}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_27", 0, 0, {}]]], "shared_object_id": 71, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 16}}, "shared_object_id": 229}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 32, 16]}}2

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root.layer-23"_tf_keras_layer*�{"name": "add_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "add_11", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["activation_23", 0, 0, {}], ["batch_normalization_25", 0, 0, {}]]], "shared_object_id": 72, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 32, 32, 16]}, {"class_name": "TensorShape", "items": [null, 32, 32, 16]}]}2

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root.layer-24"_tf_keras_layer*�{"name": "activation_25", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_25", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["add_11", 0, 0, {}]]], "shared_object_id": 73}2

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root.layer_with_weights-14"_tf_keras_layer*�
{"name": "conv2d_28", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2d_28", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 74}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 75}, "kernel_regularizer": {"class_name": "L2", "config": {"l2": 9.999999747378752e-05}, "shared_object_id": 76}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_25", 0, 0, {}]]], "shared_object_id": 77, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 16}}, "shared_object_id": 230}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 32, 32, 16]}}2

�	root.layer_with_weights-15"_tf_keras_layer*�	{"name": "batch_normalization_26", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_26", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 78}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 79}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 80}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 81}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_28", 0, 0, {}]]], "shared_object_id": 82, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 32}}, "shared_object_id": 231}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16, 16, 32]}}2

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root.layer-27"_tf_keras_layer*�{"name": "activation_26", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_26", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_26", 0, 0, {}]]], "shared_object_id": 83}2

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root.layer_with_weights-16"_tf_keras_layer*�
{"name": "conv2d_29", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2d_29", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 84}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 85}, "kernel_regularizer": {"class_name": "L2", "config": {"l2": 9.999999747378752e-05}, "shared_object_id": 86}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_26", 0, 0, {}]]], "shared_object_id": 87, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 32}}, "shared_object_id": 232}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16, 16, 32]}}2

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root.layer_with_weights-17"_tf_keras_layer*�
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�	root.layer_with_weights-18"_tf_keras_layer*�	{"name": "batch_normalization_27", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_27", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 92}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 93}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 94}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 95}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_29", 0, 0, {}]]], "shared_object_id": 96, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 32}}, "shared_object_id": 234}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16, 16, 32]}}2

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root.layer-31"_tf_keras_layer*�{"name": "add_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "add_12", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv2d_30", 0, 0, {}], ["batch_normalization_27", 0, 0, {}]]], "shared_object_id": 97, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 16, 16, 32]}, {"class_name": "TensorShape", "items": [null, 16, 16, 32]}]}2

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root.layer-32"_tf_keras_layer*�{"name": "activation_27", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_27", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["add_12", 0, 0, {}]]], "shared_object_id": 98}2

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"root.layer_with_weights-19"_tf_keras_layer*�
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�	#root.layer_with_weights-20"_tf_keras_layer*�	{"name": "batch_normalization_28", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_28", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 103}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 104}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 105}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 106}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_31", 0, 0, {}]]], "shared_object_id": 107, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 32}}, "shared_object_id": 236}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16, 16, 32]}}2

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root.layer-35"_tf_keras_layer*�{"name": "activation_28", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_28", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_28", 0, 0, {}]]], "shared_object_id": 108}2

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%root.layer_with_weights-21"_tf_keras_layer*�
{"name": "conv2d_32", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2d_32", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 109}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 110}, "kernel_regularizer": {"class_name": "L2", "config": {"l2": 9.999999747378752e-05}, "shared_object_id": 111}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_28", 0, 0, {}]]], "shared_object_id": 112, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 32}}, "shared_object_id": 237}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16, 16, 32]}}2

�	&root.layer_with_weights-22"_tf_keras_layer*�	{"name": "batch_normalization_29", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_29", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 113}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 114}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 115}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 116}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_32", 0, 0, {}]]], "shared_object_id": 117, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 32}}, "shared_object_id": 238}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16, 16, 32]}}2

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root.layer-38"_tf_keras_layer*�{"name": "add_13", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "add_13", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["activation_27", 0, 0, {}], ["batch_normalization_29", 0, 0, {}]]], "shared_object_id": 118, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 16, 16, 32]}, {"class_name": "TensorShape", "items": [null, 16, 16, 32]}]}2

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root.layer-39"_tf_keras_layer*�{"name": "activation_29", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_29", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["add_13", 0, 0, {}]]], "shared_object_id": 119}2

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)root.layer_with_weights-23"_tf_keras_layer*�
{"name": "conv2d_33", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2d_33", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 120}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 121}, "kernel_regularizer": {"class_name": "L2", "config": {"l2": 9.999999747378752e-05}, "shared_object_id": 122}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_29", 0, 0, {}]]], "shared_object_id": 123, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 32}}, "shared_object_id": 239}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16, 16, 32]}}2

�	*root.layer_with_weights-24"_tf_keras_layer*�	{"name": "batch_normalization_30", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_30", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 124}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 125}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 126}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 127}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_33", 0, 0, {}]]], "shared_object_id": 128, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 32}}, "shared_object_id": 240}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16, 16, 32]}}2

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root.layer-42"_tf_keras_layer*�{"name": "activation_30", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_30", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_30", 0, 0, {}]]], "shared_object_id": 129}2

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,root.layer_with_weights-25"_tf_keras_layer*�
{"name": "conv2d_34", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2d_34", "trainable": true, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 130}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 131}, "kernel_regularizer": {"class_name": "L2", "config": {"l2": 9.999999747378752e-05}, "shared_object_id": 132}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_30", 0, 0, {}]]], "shared_object_id": 133, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 32}}, "shared_object_id": 241}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16, 16, 32]}}2

�	-root.layer_with_weights-26"_tf_keras_layer*�	{"name": "batch_normalization_31", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_31", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 134}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 135}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 136}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 137}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_34", 0, 0, {}]]], "shared_object_id": 138, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 32}}, "shared_object_id": 242}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16, 16, 32]}}2

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root.layer-45"_tf_keras_layer*�{"name": "add_14", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "add_14", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["activation_29", 0, 0, {}], ["batch_normalization_31", 0, 0, {}]]], "shared_object_id": 139, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 16, 16, 32]}, {"class_name": "TensorShape", "items": [null, 16, 16, 32]}]}2

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root.layer-46"_tf_keras_layer*�{"name": "activation_31", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_31", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["add_14", 0, 0, {}]]], "shared_object_id": 140}2

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0root.layer_with_weights-27"_tf_keras_layer*�
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�	1root.layer_with_weights-28"_tf_keras_layer*�	{"name": "batch_normalization_32", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_32", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 145}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 146}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 147}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 148}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_35", 0, 0, {}]]], "shared_object_id": 149, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 244}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 64]}}2

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3root.layer_with_weights-29"_tf_keras_layer*�
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4root.layer_with_weights-30"_tf_keras_layer*�
{"name": "conv2d_37", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2d_37", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 155}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 156}, "kernel_regularizer": {"class_name": "L2", "config": {"l2": 9.999999747378752e-05}, "shared_object_id": 157}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_31", 0, 0, {}]]], "shared_object_id": 158, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 32}}, "shared_object_id": 246}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 16, 16, 32]}}2

�	5root.layer_with_weights-31"_tf_keras_layer*�	{"name": "batch_normalization_33", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_33", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 159}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 160}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 161}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 162}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_36", 0, 0, {}]]], "shared_object_id": 163, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 247}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 64]}}2

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root.layer-53"_tf_keras_layer*�{"name": "add_15", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "add_15", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["conv2d_37", 0, 0, {}], ["batch_normalization_33", 0, 0, {}]]], "shared_object_id": 164, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 8, 8, 64]}, {"class_name": "TensorShape", "items": [null, 8, 8, 64]}]}2

�7
root.layer-54"_tf_keras_layer*�{"name": "activation_33", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_33", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["add_15", 0, 0, {}]]], "shared_object_id": 165}2

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8root.layer_with_weights-32"_tf_keras_layer*�
{"name": "conv2d_38", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2d_38", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 166}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 167}, "kernel_regularizer": {"class_name": "L2", "config": {"l2": 9.999999747378752e-05}, "shared_object_id": 168}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_33", 0, 0, {}]]], "shared_object_id": 169, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 248}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 64]}}2

�	9root.layer_with_weights-33"_tf_keras_layer*�	{"name": "batch_normalization_34", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_34", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 170}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 171}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 172}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 173}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_38", 0, 0, {}]]], "shared_object_id": 174, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 249}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 64]}}2

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;root.layer_with_weights-34"_tf_keras_layer*�
{"name": "conv2d_39", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2d_39", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 176}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 177}, "kernel_regularizer": {"class_name": "L2", "config": {"l2": 9.999999747378752e-05}, "shared_object_id": 178}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_34", 0, 0, {}]]], "shared_object_id": 179, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 250}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 64]}}2

�	<root.layer_with_weights-35"_tf_keras_layer*�	{"name": "batch_normalization_35", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_35", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 180}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 181}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 182}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 183}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_39", 0, 0, {}]]], "shared_object_id": 184, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 251}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 64]}}2

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root.layer-60"_tf_keras_layer*�{"name": "add_16", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "add_16", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["activation_33", 0, 0, {}], ["batch_normalization_35", 0, 0, {}]]], "shared_object_id": 185, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 8, 8, 64]}, {"class_name": "TensorShape", "items": [null, 8, 8, 64]}]}2

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root.layer-61"_tf_keras_layer*�{"name": "activation_35", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_35", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["add_16", 0, 0, {}]]], "shared_object_id": 186}2

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?root.layer_with_weights-36"_tf_keras_layer*�
{"name": "conv2d_40", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2d_40", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 187}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 188}, "kernel_regularizer": {"class_name": "L2", "config": {"l2": 9.999999747378752e-05}, "shared_object_id": 189}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_35", 0, 0, {}]]], "shared_object_id": 190, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 252}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 64]}}2

�	@root.layer_with_weights-37"_tf_keras_layer*�	{"name": "batch_normalization_36", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_36", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 191}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 192}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 193}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 194}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_40", 0, 0, {}]]], "shared_object_id": 195, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 253}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 64]}}2

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Broot.layer_with_weights-38"_tf_keras_layer*�
{"name": "conv2d_41", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2d_41", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 197}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 198}, "kernel_regularizer": {"class_name": "L2", "config": {"l2": 9.999999747378752e-05}, "shared_object_id": 199}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_36", 0, 0, {}]]], "shared_object_id": 200, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 254}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 64]}}2

�	Croot.layer_with_weights-39"_tf_keras_layer*�	{"name": "batch_normalization_37", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "batch_normalization_37", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 201}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 202}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 203}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 204}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_41", 0, 0, {}]]], "shared_object_id": 205, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 255}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 64]}}2

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root.layer-67"_tf_keras_layer*�{"name": "add_17", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "add_17", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["activation_35", 0, 0, {}], ["batch_normalization_37", 0, 0, {}]]], "shared_object_id": 206, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 8, 8, 64]}, {"class_name": "TensorShape", "items": [null, 8, 8, 64]}]}2

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root.layer-68"_tf_keras_layer*�{"name": "activation_37", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "activation_37", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["add_17", 0, 0, {}]]], "shared_object_id": 207}2

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root.layer-69"_tf_keras_layer*�{"name": "average_pooling2d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "AveragePooling2D", "config": {"name": "average_pooling2d_1", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [8, 8]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [8, 8]}, "data_format": "channels_last"}, "inbound_nodes": [[["activation_37", 0, 0, {}]]], "shared_object_id": 208, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 256}}2

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root.layer-70"_tf_keras_layer*�{"name": "flatten_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Flatten", "config": {"name": "flatten_1", "trainable": true, "dtype": "float32", "data_format": "channels_last"}, "inbound_nodes": [[["average_pooling2d_1", 0, 0, {}]]], "shared_object_id": 209, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 1, "axes": {}}, "shared_object_id": 257}}2

�Hroot.layer_with_weights-40"_tf_keras_layer*�{"name": "dense_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dense", "config": {"name": "dense_1", "trainable": true, "dtype": "float32", "units": 10, "activation": "softmax", "use_bias": true, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 210}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 211}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["flatten_1", 0, 0, {}]]], "shared_object_id": 212, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 258}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64]}}2

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�root.keras_api.metrics.0"_tf_keras_metric*�
{"class_name": "Mean", "name": "loss", "dtype": "float32", "config": {"name": "loss", "dtype": "float32"}, "shared_object_id": 259}2

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�root.keras_api.metrics.1"_tf_keras_metric*�
{"class_name": "MeanMetricWrapper", "name": "accuracy", "dtype": "float32", "config": {"name": "accuracy", "dtype": "float32", "fn": "categorical_accuracy"}, "shared_object_id": 215}2