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�root.layer-4"_tf_keras_layer*�{"name": "activation_1", "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_1", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn_conv1", 0, 0, {}]]], "shared_object_id": 11}2

�root.layer-5"_tf_keras_layer*�{"name": "max_pooling2d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "MaxPooling2D", "config": {"name": "max_pooling2d_1", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["activation_1", 0, 0, {}]]], "shared_object_id": 12, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 585}}2

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root.layer_with_weights-2"_tf_keras_layer*�
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�	root.layer_with_weights-3"_tf_keras_layer*�	{"name": "bn2a_branch2a", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn2a_branch2a", "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": 16}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 17}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 18}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 19}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res2a_branch2a", 0, 0, {}]]], "shared_object_id": 20, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 587}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 223, 223, 64]}}2

�	root.layer-8"_tf_keras_layer*�{"name": "activation_2", "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_2", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn2a_branch2a", 0, 0, {}]]], "shared_object_id": 21}2

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root.layer_with_weights-4"_tf_keras_layer*�
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�	root.layer_with_weights-5"_tf_keras_layer*�	{"name": "bn2a_branch2b", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn2a_branch2b", "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": [[["res2a_branch2b", 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": 64}}, "shared_object_id": 589}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 223, 223, 64]}}2

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root.layer-11"_tf_keras_layer*�{"name": "activation_3", "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_3", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn2a_branch2b", 0, 0, {}]]], "shared_object_id": 30}2

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root.layer_with_weights-6"_tf_keras_layer*�
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root.layer_with_weights-7"_tf_keras_layer*�
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�	root.layer_with_weights-8"_tf_keras_layer*�	{"name": "bn2a_branch2c", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn2a_branch2c", "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": 37}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 38}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 39}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 40}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res2a_branch2c", 0, 0, {}]]], "shared_object_id": 41, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 592}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 223, 223, 256]}}2

�	root.layer_with_weights-9"_tf_keras_layer*�	{"name": "bn2a_branch1", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn2a_branch1", "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": 42}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 43}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 44}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 45}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res2a_branch1", 0, 0, {}]]], "shared_object_id": 46, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 593}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 223, 223, 256]}}2

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root.layer-16"_tf_keras_layer*�{"name": "add_1", "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_1", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["bn2a_branch2c", 0, 0, {}], ["bn2a_branch1", 0, 0, {}]]], "shared_object_id": 47, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 223, 223, 256]}, {"class_name": "TensorShape", "items": [null, 223, 223, 256]}]}2

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root.layer-17"_tf_keras_layer*�{"name": "activation_4", "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_4", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["add_1", 0, 0, {}]]], "shared_object_id": 48}2

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root.layer_with_weights-10"_tf_keras_layer*�
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�	root.layer_with_weights-11"_tf_keras_layer*�	{"name": "bn2b_branch2a", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn2b_branch2a", "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": 52}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 53}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 54}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 55}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res2b_branch2a", 0, 0, {}]]], "shared_object_id": 56, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 595}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 223, 223, 64]}}2

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root.layer-20"_tf_keras_layer*�{"name": "activation_5", "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_5", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn2b_branch2a", 0, 0, {}]]], "shared_object_id": 57}2

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root.layer_with_weights-12"_tf_keras_layer*�
{"name": "res2b_branch2b", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "res2b_branch2b", "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": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 58}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 59}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_5", 0, 0, {}]]], "shared_object_id": 60, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 596}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 223, 223, 64]}}2

�	root.layer_with_weights-13"_tf_keras_layer*�	{"name": "bn2b_branch2b", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn2b_branch2b", "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": 61}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 62}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 63}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 64}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res2b_branch2b", 0, 0, {}]]], "shared_object_id": 65, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 597}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 223, 223, 64]}}2

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root.layer-23"_tf_keras_layer*�{"name": "activation_6", "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_6", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn2b_branch2b", 0, 0, {}]]], "shared_object_id": 66}2

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root.layer_with_weights-14"_tf_keras_layer*�
{"name": "res2b_branch2c", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "res2b_branch2c", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 67}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 68}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_6", 0, 0, {}]]], "shared_object_id": 69, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 598}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 223, 223, 64]}}2

�	root.layer_with_weights-15"_tf_keras_layer*�	{"name": "bn2b_branch2c", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn2b_branch2c", "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": 70}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 71}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 72}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 73}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res2b_branch2c", 0, 0, {}]]], "shared_object_id": 74, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 599}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 223, 223, 256]}}2

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root.layer-26"_tf_keras_layer*�{"name": "add_2", "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_2", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["bn2b_branch2c", 0, 0, {}], ["activation_4", 0, 0, {}]]], "shared_object_id": 75, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 223, 223, 256]}, {"class_name": "TensorShape", "items": [null, 223, 223, 256]}]}2

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root.layer-27"_tf_keras_layer*�{"name": "activation_7", "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_7", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["add_2", 0, 0, {}]]], "shared_object_id": 76}2

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root.layer_with_weights-16"_tf_keras_layer*�
{"name": "res2c_branch2a", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "res2c_branch2a", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 77}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 78}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_7", 0, 0, {}]]], "shared_object_id": 79, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 600}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 223, 223, 256]}}2

�	root.layer_with_weights-17"_tf_keras_layer*�	{"name": "bn2c_branch2a", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn2c_branch2a", "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": 80}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 81}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 82}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 83}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res2c_branch2a", 0, 0, {}]]], "shared_object_id": 84, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 601}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 223, 223, 64]}}2

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root.layer-30"_tf_keras_layer*�{"name": "activation_8", "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_8", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn2c_branch2a", 0, 0, {}]]], "shared_object_id": 85}2

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 root.layer_with_weights-18"_tf_keras_layer*�
{"name": "res2c_branch2b", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "res2c_branch2b", "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": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 86}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 87}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_8", 0, 0, {}]]], "shared_object_id": 88, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 602}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 223, 223, 64]}}2

�	!root.layer_with_weights-19"_tf_keras_layer*�	{"name": "bn2c_branch2b", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn2c_branch2b", "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": 89}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 90}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 91}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 92}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res2c_branch2b", 0, 0, {}]]], "shared_object_id": 93, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 603}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 223, 223, 64]}}2

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root.layer-33"_tf_keras_layer*�{"name": "activation_9", "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_9", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn2c_branch2b", 0, 0, {}]]], "shared_object_id": 94}2

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#root.layer_with_weights-20"_tf_keras_layer*�
{"name": "res2c_branch2c", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "res2c_branch2c", "trainable": true, "dtype": "float32", "filters": 256, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 95}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 96}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_9", 0, 0, {}]]], "shared_object_id": 97, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 604}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 223, 223, 64]}}2

�	$root.layer_with_weights-21"_tf_keras_layer*�	{"name": "bn2c_branch2c", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn2c_branch2c", "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": 98}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 99}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 100}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 101}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res2c_branch2c", 0, 0, {}]]], "shared_object_id": 102, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 605}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 223, 223, 256]}}2

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root.layer-36"_tf_keras_layer*�{"name": "add_3", "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_3", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["bn2c_branch2c", 0, 0, {}], ["activation_7", 0, 0, {}]]], "shared_object_id": 103, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 223, 223, 256]}, {"class_name": "TensorShape", "items": [null, 223, 223, 256]}]}2

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root.layer-37"_tf_keras_layer*�{"name": "activation_10", "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_10", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["add_3", 0, 0, {}]]], "shared_object_id": 104}2

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'root.layer_with_weights-22"_tf_keras_layer*�
{"name": "res3a_branch2a", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "res3a_branch2a", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 105}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 106}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_10", 0, 0, {}]]], "shared_object_id": 107, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 606}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 223, 223, 256]}}2

�	(root.layer_with_weights-23"_tf_keras_layer*�	{"name": "bn3a_branch2a", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn3a_branch2a", "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": 108}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 109}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 110}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 111}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res3a_branch2a", 0, 0, {}]]], "shared_object_id": 112, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 607}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 128]}}2

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root.layer-40"_tf_keras_layer*�{"name": "activation_11", "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_11", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn3a_branch2a", 0, 0, {}]]], "shared_object_id": 113}2

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*root.layer_with_weights-24"_tf_keras_layer*�
{"name": "res3a_branch2b", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "res3a_branch2b", "trainable": true, "dtype": "float32", "filters": 128, "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": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 114}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 115}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_11", 0, 0, {}]]], "shared_object_id": 116, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 608}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 128]}}2

�	+root.layer_with_weights-25"_tf_keras_layer*�	{"name": "bn3a_branch2b", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn3a_branch2b", "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": 117}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 118}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 119}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 120}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res3a_branch2b", 0, 0, {}]]], "shared_object_id": 121, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 609}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 128]}}2

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root.layer-43"_tf_keras_layer*�{"name": "activation_12", "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_12", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn3a_branch2b", 0, 0, {}]]], "shared_object_id": 122}2

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-root.layer_with_weights-26"_tf_keras_layer*�
{"name": "res3a_branch2c", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "res3a_branch2c", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 123}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 124}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_12", 0, 0, {}]]], "shared_object_id": 125, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 610}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 128]}}2

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.root.layer_with_weights-27"_tf_keras_layer*�
{"name": "res3a_branch1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "res3a_branch1", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 126}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 127}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_10", 0, 0, {}]]], "shared_object_id": 128, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 611}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 223, 223, 256]}}2

�	/root.layer_with_weights-28"_tf_keras_layer*�	{"name": "bn3a_branch2c", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn3a_branch2c", "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": 129}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 130}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 131}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 132}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res3a_branch2c", 0, 0, {}]]], "shared_object_id": 133, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 512}}, "shared_object_id": 612}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 512]}}2

�	0root.layer_with_weights-29"_tf_keras_layer*�	{"name": "bn3a_branch1", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn3a_branch1", "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": [[["res3a_branch1", 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": 512}}, "shared_object_id": 613}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 512]}}2

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root.layer-48"_tf_keras_layer*�{"name": "add_4", "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_4", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["bn3a_branch2c", 0, 0, {}], ["bn3a_branch1", 0, 0, {}]]], "shared_object_id": 139, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 112, 112, 512]}, {"class_name": "TensorShape", "items": [null, 112, 112, 512]}]}2

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root.layer-49"_tf_keras_layer*�{"name": "activation_13", "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_13", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["add_4", 0, 0, {}]]], "shared_object_id": 140}2

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3root.layer_with_weights-30"_tf_keras_layer*�
{"name": "res3b_branch2a", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "res3b_branch2a", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 141}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 142}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_13", 0, 0, {}]]], "shared_object_id": 143, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 512}}, "shared_object_id": 614}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 512]}}2

�	4root.layer_with_weights-31"_tf_keras_layer*�	{"name": "bn3b_branch2a", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn3b_branch2a", "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": 144}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 145}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 146}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 147}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res3b_branch2a", 0, 0, {}]]], "shared_object_id": 148, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 615}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 128]}}2

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root.layer-52"_tf_keras_layer*�{"name": "activation_14", "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_14", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn3b_branch2a", 0, 0, {}]]], "shared_object_id": 149}2

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6root.layer_with_weights-32"_tf_keras_layer*�
{"name": "res3b_branch2b", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "res3b_branch2b", "trainable": true, "dtype": "float32", "filters": 128, "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": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 150}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 151}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_14", 0, 0, {}]]], "shared_object_id": 152, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 616}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 128]}}2

�	7root.layer_with_weights-33"_tf_keras_layer*�	{"name": "bn3b_branch2b", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn3b_branch2b", "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": 153}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 154}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 155}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 156}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res3b_branch2b", 0, 0, {}]]], "shared_object_id": 157, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 617}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 128]}}2

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root.layer-55"_tf_keras_layer*�{"name": "activation_15", "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_15", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn3b_branch2b", 0, 0, {}]]], "shared_object_id": 158}2

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9root.layer_with_weights-34"_tf_keras_layer*�
{"name": "res3b_branch2c", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "res3b_branch2c", "trainable": true, "dtype": "float32", "filters": 512, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 159}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 160}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_15", 0, 0, {}]]], "shared_object_id": 161, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 618}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 128]}}2

�	:root.layer_with_weights-35"_tf_keras_layer*�	{"name": "bn3b_branch2c", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn3b_branch2c", "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": 162}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 163}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 164}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 165}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res3b_branch2c", 0, 0, {}]]], "shared_object_id": 166, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 512}}, "shared_object_id": 619}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 512]}}2

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root.layer-58"_tf_keras_layer*�{"name": "add_5", "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_5", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["bn3b_branch2c", 0, 0, {}], ["activation_13", 0, 0, {}]]], "shared_object_id": 167, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 112, 112, 512]}, {"class_name": "TensorShape", "items": [null, 112, 112, 512]}]}2

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root.layer-59"_tf_keras_layer*�{"name": "activation_16", "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_16", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["add_5", 0, 0, {}]]], "shared_object_id": 168}2

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=root.layer_with_weights-36"_tf_keras_layer*�
{"name": "res3c_branch2a", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "res3c_branch2a", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 169}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 170}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_16", 0, 0, {}]]], "shared_object_id": 171, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 512}}, "shared_object_id": 620}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 512]}}2

�	>root.layer_with_weights-37"_tf_keras_layer*�	{"name": "bn3c_branch2a", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn3c_branch2a", "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": 172}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 173}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 174}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 175}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res3c_branch2a", 0, 0, {}]]], "shared_object_id": 176, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 621}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 128]}}2

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root.layer-62"_tf_keras_layer*�{"name": "activation_17", "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_17", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn3c_branch2a", 0, 0, {}]]], "shared_object_id": 177}2

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@root.layer_with_weights-38"_tf_keras_layer*�
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root.layer-65"_tf_keras_layer*�{"name": "activation_18", "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_18", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn3c_branch2b", 0, 0, {}]]], "shared_object_id": 186}2

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Croot.layer_with_weights-40"_tf_keras_layer*�
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root.layer-68"_tf_keras_layer*�{"name": "add_6", "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_6", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["bn3c_branch2c", 0, 0, {}], ["activation_16", 0, 0, {}]]], "shared_object_id": 195, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 112, 112, 512]}, {"class_name": "TensorShape", "items": [null, 112, 112, 512]}]}2

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root.layer-69"_tf_keras_layer*�{"name": "activation_19", "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_19", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["add_6", 0, 0, {}]]], "shared_object_id": 196}2

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Groot.layer_with_weights-42"_tf_keras_layer*�
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�	Hroot.layer_with_weights-43"_tf_keras_layer*�	{"name": "bn3d_branch2a", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn3d_branch2a", "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": 200}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 201}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 202}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 203}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res3d_branch2a", 0, 0, {}]]], "shared_object_id": 204, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 627}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 128]}}2

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root.layer-72"_tf_keras_layer*�{"name": "activation_20", "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_20", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn3d_branch2a", 0, 0, {}]]], "shared_object_id": 205}2

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Jroot.layer_with_weights-44"_tf_keras_layer*�
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�	Kroot.layer_with_weights-45"_tf_keras_layer*�	{"name": "bn3d_branch2b", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn3d_branch2b", "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": 209}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 210}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 211}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 212}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res3d_branch2b", 0, 0, {}]]], "shared_object_id": 213, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 629}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 128]}}2

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root.layer-75"_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": [[["bn3d_branch2b", 0, 0, {}]]], "shared_object_id": 214}2

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Mroot.layer_with_weights-46"_tf_keras_layer*�
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root.layer-78"_tf_keras_layer*�{"name": "add_7", "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_7", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["bn3d_branch2c", 0, 0, {}], ["activation_19", 0, 0, {}]]], "shared_object_id": 223, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 112, 112, 512]}, {"class_name": "TensorShape", "items": [null, 112, 112, 512]}]}2

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root.layer-79"_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": [[["add_7", 0, 0, {}]]], "shared_object_id": 224}2

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Qroot.layer_with_weights-48"_tf_keras_layer*�
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�	Rroot.layer_with_weights-49"_tf_keras_layer*�	{"name": "bn4a_branch2a", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn4a_branch2a", "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": 228}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 229}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 230}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 231}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res4a_branch2a", 0, 0, {}]]], "shared_object_id": 232, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 633}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2

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root.layer-82"_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": [[["bn4a_branch2a", 0, 0, {}]]], "shared_object_id": 233}2

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Troot.layer_with_weights-50"_tf_keras_layer*�
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Wroot.layer_with_weights-52"_tf_keras_layer*�
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`root.layer_with_weights-58"_tf_keras_layer*�
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croot.layer_with_weights-60"_tf_keras_layer*�
{"name": "res4b_branch2c", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "res4b_branch2c", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 279}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 280}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_27", 0, 0, {}]]], "shared_object_id": 281, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 644}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2

�	droot.layer_with_weights-61"_tf_keras_layer*�	{"name": "bn4b_branch2c", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn4b_branch2c", "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": 282}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 283}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 284}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 285}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res4b_branch2c", 0, 0, {}]]], "shared_object_id": 286, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1024}}, "shared_object_id": 645}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 1024]}}2

�eroot.layer-100"_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": [[["bn4b_branch2c", 0, 0, {}], ["activation_25", 0, 0, {}]]], "shared_object_id": 287, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 56, 56, 1024]}, {"class_name": "TensorShape", "items": [null, 56, 56, 1024]}]}2

�froot.layer-101"_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": [[["add_9", 0, 0, {}]]], "shared_object_id": 288}2

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groot.layer_with_weights-62"_tf_keras_layer*�
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�	hroot.layer_with_weights-63"_tf_keras_layer*�	{"name": "bn4c_branch2a", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn4c_branch2a", "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": 292}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 293}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 294}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 295}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res4c_branch2a", 0, 0, {}]]], "shared_object_id": 296, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 647}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2

�iroot.layer-104"_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": [[["bn4c_branch2a", 0, 0, {}]]], "shared_object_id": 297}2

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jroot.layer_with_weights-64"_tf_keras_layer*�
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�	kroot.layer_with_weights-65"_tf_keras_layer*�	{"name": "bn4c_branch2b", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn4c_branch2b", "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": 301}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 302}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 303}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 304}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res4c_branch2b", 0, 0, {}]]], "shared_object_id": 305, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 649}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2

�lroot.layer-107"_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": [[["bn4c_branch2b", 0, 0, {}]]], "shared_object_id": 306}2

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mroot.layer_with_weights-66"_tf_keras_layer*�
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�oroot.layer-110"_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": [[["bn4c_branch2c", 0, 0, {}], ["activation_28", 0, 0, {}]]], "shared_object_id": 315, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 56, 56, 1024]}, {"class_name": "TensorShape", "items": [null, 56, 56, 1024]}]}2

�proot.layer-111"_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_10", 0, 0, {}]]], "shared_object_id": 316}2

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qroot.layer_with_weights-68"_tf_keras_layer*�
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�	rroot.layer_with_weights-69"_tf_keras_layer*�	{"name": "bn4d_branch2a", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn4d_branch2a", "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": 320}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 321}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 322}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 323}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res4d_branch2a", 0, 0, {}]]], "shared_object_id": 324, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 653}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2

�sroot.layer-114"_tf_keras_layer*�{"name": "activation_32", "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_32", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn4d_branch2a", 0, 0, {}]]], "shared_object_id": 325}2

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troot.layer_with_weights-70"_tf_keras_layer*�
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�	uroot.layer_with_weights-71"_tf_keras_layer*�	{"name": "bn4d_branch2b", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn4d_branch2b", "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": 329}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 330}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 331}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 332}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res4d_branch2b", 0, 0, {}]]], "shared_object_id": 333, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 655}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2

�vroot.layer-117"_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": [[["bn4d_branch2b", 0, 0, {}]]], "shared_object_id": 334}2

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wroot.layer_with_weights-72"_tf_keras_layer*�
{"name": "res4d_branch2c", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "res4d_branch2c", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 335}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 336}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_33", 0, 0, {}]]], "shared_object_id": 337, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 656}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2

�	xroot.layer_with_weights-73"_tf_keras_layer*�	{"name": "bn4d_branch2c", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn4d_branch2c", "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": 338}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 339}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 340}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 341}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res4d_branch2c", 0, 0, {}]]], "shared_object_id": 342, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1024}}, "shared_object_id": 657}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 1024]}}2

�yroot.layer-120"_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": [[["bn4d_branch2c", 0, 0, {}], ["activation_31", 0, 0, {}]]], "shared_object_id": 343, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 56, 56, 1024]}, {"class_name": "TensorShape", "items": [null, 56, 56, 1024]}]}2

�zroot.layer-121"_tf_keras_layer*�{"name": "activation_34", "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_34", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["add_11", 0, 0, {}]]], "shared_object_id": 344}2

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{root.layer_with_weights-74"_tf_keras_layer*�
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�	|root.layer_with_weights-75"_tf_keras_layer*�	{"name": "bn4e_branch2a", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn4e_branch2a", "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": 348}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 349}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 350}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 351}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res4e_branch2a", 0, 0, {}]]], "shared_object_id": 352, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 659}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2

�}root.layer-124"_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": [[["bn4e_branch2a", 0, 0, {}]]], "shared_object_id": 353}2

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~root.layer_with_weights-76"_tf_keras_layer*�
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�	root.layer_with_weights-77"_tf_keras_layer*�	{"name": "bn4e_branch2b", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn4e_branch2b", "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": 357}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 358}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 359}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 360}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res4e_branch2b", 0, 0, {}]]], "shared_object_id": 361, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 661}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2

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root.layer-127"_tf_keras_layer*�{"name": "activation_36", "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_36", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn4e_branch2b", 0, 0, {}]]], "shared_object_id": 362}2

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root.layer_with_weights-78"_tf_keras_layer*�
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root.layer_with_weights-79"_tf_keras_layer*�	{"name": "bn4e_branch2c", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn4e_branch2c", "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": 366}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 367}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 368}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 369}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res4e_branch2c", 0, 0, {}]]], "shared_object_id": 370, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1024}}, "shared_object_id": 663}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 1024]}}2

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root.layer-130"_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": [[["bn4e_branch2c", 0, 0, {}], ["activation_34", 0, 0, {}]]], "shared_object_id": 371, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 56, 56, 1024]}, {"class_name": "TensorShape", "items": [null, 56, 56, 1024]}]}2

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root.layer-131"_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_12", 0, 0, {}]]], "shared_object_id": 372}2

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root.layer_with_weights-80"_tf_keras_layer*�
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root.layer_with_weights-81"_tf_keras_layer*�	{"name": "bn4f_branch2a", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn4f_branch2a", "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": 376}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 377}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 378}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 379}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res4f_branch2a", 0, 0, {}]]], "shared_object_id": 380, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 665}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2

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root.layer-134"_tf_keras_layer*�{"name": "activation_38", "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_38", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn4f_branch2a", 0, 0, {}]]], "shared_object_id": 381}2

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root.layer_with_weights-82"_tf_keras_layer*�
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root.layer_with_weights-83"_tf_keras_layer*�	{"name": "bn4f_branch2b", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn4f_branch2b", "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": 385}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 386}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 387}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 388}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res4f_branch2b", 0, 0, {}]]], "shared_object_id": 389, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 667}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2

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root.layer-137"_tf_keras_layer*�{"name": "activation_39", "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_39", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn4f_branch2b", 0, 0, {}]]], "shared_object_id": 390}2

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root.layer_with_weights-84"_tf_keras_layer*�
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root.layer_with_weights-85"_tf_keras_layer*�	{"name": "bn4f_branch2c", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn4f_branch2c", "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": 394}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 395}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 396}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 397}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res4f_branch2c", 0, 0, {}]]], "shared_object_id": 398, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1024}}, "shared_object_id": 669}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 1024]}}2

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root.layer-140"_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": [[["bn4f_branch2c", 0, 0, {}], ["activation_37", 0, 0, {}]]], "shared_object_id": 399, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 56, 56, 1024]}, {"class_name": "TensorShape", "items": [null, 56, 56, 1024]}]}2

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root.layer-141"_tf_keras_layer*�{"name": "activation_40", "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_40", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["add_13", 0, 0, {}]]], "shared_object_id": 400}2

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root.layer_with_weights-86"_tf_keras_layer*�
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root.layer_with_weights-87"_tf_keras_layer*�	{"name": "bn5a_branch2a", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn5a_branch2a", "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": 404}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 405}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 406}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 407}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res5a_branch2a", 0, 0, {}]]], "shared_object_id": 408, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 512}}, "shared_object_id": 671}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 512]}}2

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root.layer-144"_tf_keras_layer*�{"name": "activation_41", "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_41", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn5a_branch2a", 0, 0, {}]]], "shared_object_id": 409}2

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root.layer_with_weights-88"_tf_keras_layer*�
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root.layer_with_weights-89"_tf_keras_layer*�	{"name": "bn5a_branch2b", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn5a_branch2b", "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": 413}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 414}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 415}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 416}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res5a_branch2b", 0, 0, {}]]], "shared_object_id": 417, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 512}}, "shared_object_id": 673}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 512]}}2

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root.layer-147"_tf_keras_layer*�{"name": "activation_42", "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_42", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn5a_branch2b", 0, 0, {}]]], "shared_object_id": 418}2

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root.layer_with_weights-90"_tf_keras_layer*�
{"name": "res5a_branch2c", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "res5a_branch2c", "trainable": true, "dtype": "float32", "filters": 2048, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 419}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 420}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_42", 0, 0, {}]]], "shared_object_id": 421, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 512}}, "shared_object_id": 674}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 512]}}2

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root.layer_with_weights-91"_tf_keras_layer*�
{"name": "res5a_branch1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "res5a_branch1", "trainable": true, "dtype": "float32", "filters": 2048, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 422}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 423}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_40", 0, 0, {}]]], "shared_object_id": 424, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1024}}, "shared_object_id": 675}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 1024]}}2

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root.layer_with_weights-92"_tf_keras_layer*�	{"name": "bn5a_branch2c", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn5a_branch2c", "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": 425}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 426}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 427}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 428}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res5a_branch2c", 0, 0, {}]]], "shared_object_id": 429, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 2048}}, "shared_object_id": 676}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 2048]}}2

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root.layer_with_weights-93"_tf_keras_layer*�	{"name": "bn5a_branch1", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn5a_branch1", "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": 430}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 431}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 432}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 433}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res5a_branch1", 0, 0, {}]]], "shared_object_id": 434, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 2048}}, "shared_object_id": 677}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 2048]}}2

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root.layer-152"_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": [[["bn5a_branch2c", 0, 0, {}], ["bn5a_branch1", 0, 0, {}]]], "shared_object_id": 435, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 28, 28, 2048]}, {"class_name": "TensorShape", "items": [null, 28, 28, 2048]}]}2

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root.layer-153"_tf_keras_layer*�{"name": "activation_43", "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_43", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["add_14", 0, 0, {}]]], "shared_object_id": 436}2

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root.layer_with_weights-94"_tf_keras_layer*�
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root.layer_with_weights-95"_tf_keras_layer*�	{"name": "bn5b_branch2a", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn5b_branch2a", "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": 440}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 441}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 442}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 443}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res5b_branch2a", 0, 0, {}]]], "shared_object_id": 444, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 512}}, "shared_object_id": 679}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 512]}}2

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root.layer-156"_tf_keras_layer*�{"name": "activation_44", "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_44", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn5b_branch2a", 0, 0, {}]]], "shared_object_id": 445}2

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root.layer_with_weights-96"_tf_keras_layer*�
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root.layer_with_weights-97"_tf_keras_layer*�	{"name": "bn5b_branch2b", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn5b_branch2b", "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": 449}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 450}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 451}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 452}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res5b_branch2b", 0, 0, {}]]], "shared_object_id": 453, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 512}}, "shared_object_id": 681}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 512]}}2

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root.layer-159"_tf_keras_layer*�{"name": "activation_45", "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_45", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn5b_branch2b", 0, 0, {}]]], "shared_object_id": 454}2

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root.layer_with_weights-98"_tf_keras_layer*�
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root.layer_with_weights-99"_tf_keras_layer*�	{"name": "bn5b_branch2c", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn5b_branch2c", "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": 458}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 459}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 460}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 461}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res5b_branch2c", 0, 0, {}]]], "shared_object_id": 462, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 2048}}, "shared_object_id": 683}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 2048]}}2

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root.layer-162"_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": [[["bn5b_branch2c", 0, 0, {}], ["activation_43", 0, 0, {}]]], "shared_object_id": 463, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 28, 28, 2048]}, {"class_name": "TensorShape", "items": [null, 28, 28, 2048]}]}2

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root.layer-163"_tf_keras_layer*�{"name": "activation_46", "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_46", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["add_15", 0, 0, {}]]], "shared_object_id": 464}2

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root.layer_with_weights-100"_tf_keras_layer*�
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root.layer_with_weights-101"_tf_keras_layer*�	{"name": "bn5c_branch2a", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn5c_branch2a", "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": 468}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 469}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 470}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 471}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res5c_branch2a", 0, 0, {}]]], "shared_object_id": 472, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 512}}, "shared_object_id": 685}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 512]}}2

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root.layer-166"_tf_keras_layer*�{"name": "activation_47", "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_47", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn5c_branch2a", 0, 0, {}]]], "shared_object_id": 473}2

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root.layer_with_weights-102"_tf_keras_layer*�
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root.layer_with_weights-103"_tf_keras_layer*�	{"name": "bn5c_branch2b", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn5c_branch2b", "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": 477}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 478}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 479}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 480}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res5c_branch2b", 0, 0, {}]]], "shared_object_id": 481, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 512}}, "shared_object_id": 687}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 512]}}2

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root.layer-169"_tf_keras_layer*�{"name": "activation_48", "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_48", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["bn5c_branch2b", 0, 0, {}]]], "shared_object_id": 482}2

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root.layer_with_weights-104"_tf_keras_layer*�
{"name": "res5c_branch2c", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "res5c_branch2c", "trainable": true, "dtype": "float32", "filters": 2048, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 483}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 484}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_48", 0, 0, {}]]], "shared_object_id": 485, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 512}}, "shared_object_id": 688}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 512]}}2

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root.layer_with_weights-105"_tf_keras_layer*�	{"name": "bn5c_branch2c", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "bn5c_branch2c", "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": 486}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 487}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 488}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 489}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["res5c_branch2c", 0, 0, {}]]], "shared_object_id": 490, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 2048}}, "shared_object_id": 689}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 2048]}}2

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root.layer-172"_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": [[["bn5c_branch2c", 0, 0, {}], ["activation_46", 0, 0, {}]]], "shared_object_id": 491, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 28, 28, 2048]}, {"class_name": "TensorShape", "items": [null, 28, 28, 2048]}]}2

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root.layer-173"_tf_keras_layer*�{"name": "activation_49", "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_49", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["add_16", 0, 0, {}]]], "shared_object_id": 492}2

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root.layer_with_weights-106"_tf_keras_layer*�
{"name": "conv2d_1", "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_1", "trainable": true, "dtype": "float32", "filters": 1024, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "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": "VarianceScaling", "config": {"scale": 1.0, "mode": "fan_avg", "distribution": "uniform", "seed": null}, "shared_object_id": 493}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 494}, "kernel_regularizer": {"class_name": "L1L2", "config": {"l1": 0.0, "l2": 9.999999974752427e-07}, "shared_object_id": 495}, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_49", 0, 0, {}]]], "shared_object_id": 496, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 2048}}, "shared_object_id": 690}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 2048]}}2

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root.layer_with_weights-107"_tf_keras_layer*�	{"name": "batch_normalization_1", "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_1", "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": 497}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 498}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 499}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 500}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2d_1", 0, 0, {}]]], "shared_object_id": 501, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1024}}, "shared_object_id": 691}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 1024]}}2

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root.layer-176"_tf_keras_layer*�{"name": "activation_50", "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_50", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_1", 0, 0, {}]]], "shared_object_id": 502}2

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root.layer_with_weights-108"_tf_keras_layer*�
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root.layer-182"_tf_keras_layer*�{"name": "activation_51", "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_51", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_2", 0, 0, {}]]], "shared_object_id": 515}2

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root.layer_with_weights-110"_tf_keras_layer*�
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root.layer_with_weights-112"_tf_keras_layer*�
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root.layer-196"_tf_keras_layer*�{"name": "activation_53", "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_53", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_4", 0, 0, {}]]], "shared_object_id": 543}2

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root.layer_with_weights-114"_tf_keras_layer*�
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root.layer-204"_tf_keras_layer*�{"name": "concatenate_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Concatenate", "config": {"name": "concatenate_5", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["up_sampling2d_5", 0, 0, {}], ["input_1", 0, 0, {}]]], "shared_object_id": 558, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 896, 896, 64]}, {"class_name": "TensorShape", "items": [null, 896, 896, 3]}]}2

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root.layer-205"_tf_keras_layer*�{"name": "zero_padding2d_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "ZeroPadding2D", "config": {"name": "zero_padding2d_7", "trainable": true, "dtype": "float32", "padding": {"class_name": "__tuple__", "items": [{"class_name": "__tuple__", "items": [1, 1]}, {"class_name": "__tuple__", "items": [1, 1]}]}, "data_format": "channels_last"}, "inbound_nodes": [[["concatenate_5", 0, 0, {}]]], "shared_object_id": 559, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 710}}2

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root.layer_with_weights-116"_tf_keras_layer*�
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root.layer-208"_tf_keras_layer*�{"name": "activation_55", "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_55", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["batch_normalization_6", 0, 0, {}]]], "shared_object_id": 569}2

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root.layer_with_weights-118"_tf_keras_layer*�
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