keras_metadata.pb

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†root.layer-2"_tf_keras_layer*Ü{"name": "global_average_pooling2d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "global_average_pooling2d", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["resnet50", 1, 0, {}]]], "shared_object_id": 495, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 503}}2

‹root.layer_with_weights-1"_tf_keras_layer*Ô{"name": "dense", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dense", "config": {"name": "dense", "trainable": true, "dtype": "float32", "units": 2, "activation": "softmax", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 496}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 497}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["global_average_pooling2d", 0, 0, {}]]], "shared_object_id": 498, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 2048}}, "shared_object_id": 504}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 2048]}}2

Ÿ!root.layer_with_weights-0.layer-0"_tf_keras_input_layer*Ú{"class_name": "InputLayer", "name": "input_1", "dtype": "float32", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "input_1"}}2

ï!root.layer_with_weights-0.layer-1"_tf_keras_layer*°{"name": "conv1_pad", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "ZeroPadding2D", "config": {"name": "conv1_pad", "trainable": false, "dtype": "float32", "padding": {"class_name": "__tuple__", "items": [{"class_name": "__tuple__", "items": [3, 3]}, {"class_name": "__tuple__", "items": [3, 3]}]}, "data_format": "channels_last"}, "inbound_nodes": [[["input_1", 0, 0, {}]]], "shared_object_id": 2, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 505}}2

”

.root.layer_with_weights-0.layer_with_weights-0"_tf_keras_layer*È	{"name": "conv1_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv1_conv", "trainable": false, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [7, 7]}, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 3}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 4}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv1_pad", 0, 0, {}]]], "shared_object_id": 5, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 3}}, "shared_object_id": 506}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 230, 230, 3]}}2

Â	.root.layer_with_weights-0.layer_with_weights-1"_tf_keras_layer*ö{"name": "conv1_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv1_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 6}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 7}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 8}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 9}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv1_conv", 0, 0, {}]]], "shared_object_id": 10, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 507}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 64]}}2

®!root.layer_with_weights-0.layer-4"_tf_keras_layer*ï{"name": "conv1_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv1_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv1_bn", 0, 0, {}]]], "shared_object_id": 11}2

ó!root.layer_with_weights-0.layer-5"_tf_keras_layer*´{"name": "pool1_pad", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "ZeroPadding2D", "config": {"name": "pool1_pad", "trainable": false, "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": [[["conv1_relu", 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": 508}}2

ì!root.layer_with_weights-0.layer-6"_tf_keras_layer*­{"name": "pool1_pool", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "MaxPooling2D", "config": {"name": "pool1_pool", "trainable": false, "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": [[["pool1_pad", 0, 0, {}]]], "shared_object_id": 13, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 509}}2

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.root.layer_with_weights-0.layer_with_weights-2"_tf_keras_layer*Þ	{"name": "conv2_block1_1_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2_block1_1_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 14}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 15}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["pool1_pool", 0, 0, {}]]], "shared_object_id": 16, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 510}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 64]}}2

ß	.root.layer_with_weights-0.layer_with_weights-3"_tf_keras_layer*“	{"name": "conv2_block1_1_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv2_block1_1_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 17}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 18}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 19}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 20}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2_block1_1_conv", 0, 0, {}]]], "shared_object_id": 21, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 511}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 64]}}2

É!root.layer_with_weights-0.layer-9"_tf_keras_layer*Š{"name": "conv2_block1_1_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv2_block1_1_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv2_block1_1_bn", 0, 0, {}]]], "shared_object_id": 22}2

²
.root.layer_with_weights-0.layer_with_weights-4"_tf_keras_layer*æ	{"name": "conv2_block1_2_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2_block1_2_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 23}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 24}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv2_block1_1_relu", 0, 0, {}]]], "shared_object_id": 25, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 512}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 64]}}2

ß	.root.layer_with_weights-0.layer_with_weights-5"_tf_keras_layer*“	{"name": "conv2_block1_2_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv2_block1_2_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 26}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 27}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 28}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 29}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2_block1_2_conv", 0, 0, {}]]], "shared_object_id": 30, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 513}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 64]}}2

Ê"root.layer_with_weights-0.layer-12"_tf_keras_layer*Š{"name": "conv2_block1_2_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv2_block1_2_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv2_block1_2_bn", 0, 0, {}]]], "shared_object_id": 31}2

«
.root.layer_with_weights-0.layer_with_weights-6"_tf_keras_layer*ß	{"name": "conv2_block1_0_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2_block1_0_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 32}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 33}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["pool1_pool", 0, 0, {}]]], "shared_object_id": 34, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 514}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 64]}}2

´
.root.layer_with_weights-0.layer_with_weights-7"_tf_keras_layer*è	{"name": "conv2_block1_3_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2_block1_3_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 35}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 36}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv2_block1_2_relu", 0, 0, {}]]], "shared_object_id": 37, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 515}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 64]}}2

á	.root.layer_with_weights-0.layer_with_weights-8"_tf_keras_layer*•	{"name": "conv2_block1_0_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv2_block1_0_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 38}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 39}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 40}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 41}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2_block1_0_conv", 0, 0, {}]]], "shared_object_id": 42, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 516}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2

á	.root.layer_with_weights-0.layer_with_weights-9"_tf_keras_layer*•	{"name": "conv2_block1_3_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv2_block1_3_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 43}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 44}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 45}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 46}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2_block1_3_conv", 0, 0, {}]]], "shared_object_id": 47, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 517}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2

Ù"root.layer_with_weights-0.layer-17"_tf_keras_layer*™{"name": "conv2_block1_add", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "conv2_block1_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["conv2_block1_0_bn", 0, 0, {}], ["conv2_block1_3_bn", 0, 0, {}]]], "shared_object_id": 48, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 56, 56, 256]}, {"class_name": "TensorShape", "items": [null, 56, 56, 256]}]}2

Ã"root.layer_with_weights-0.layer-18"_tf_keras_layer*ƒ{"name": "conv2_block1_out", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv2_block1_out", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv2_block1_add", 0, 0, {}]]], "shared_object_id": 49}2

³
/root.layer_with_weights-0.layer_with_weights-10"_tf_keras_layer*æ	{"name": "conv2_block2_1_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2_block2_1_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 50}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 51}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv2_block1_out", 0, 0, {}]]], "shared_object_id": 52, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 518}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2

à	/root.layer_with_weights-0.layer_with_weights-11"_tf_keras_layer*“	{"name": "conv2_block2_1_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv2_block2_1_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 53}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 54}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 55}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 56}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2_block2_1_conv", 0, 0, {}]]], "shared_object_id": 57, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 519}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 64]}}2

Ê "root.layer_with_weights-0.layer-21"_tf_keras_layer*Š{"name": "conv2_block2_1_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv2_block2_1_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv2_block2_1_bn", 0, 0, {}]]], "shared_object_id": 58}2

³
!/root.layer_with_weights-0.layer_with_weights-12"_tf_keras_layer*æ	{"name": "conv2_block2_2_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2_block2_2_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 59}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 60}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv2_block2_1_relu", 0, 0, {}]]], "shared_object_id": 61, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 520}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 64]}}2

à	"/root.layer_with_weights-0.layer_with_weights-13"_tf_keras_layer*“	{"name": "conv2_block2_2_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv2_block2_2_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 62}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 63}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 64}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 65}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2_block2_2_conv", 0, 0, {}]]], "shared_object_id": 66, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 521}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 64]}}2

Ê#"root.layer_with_weights-0.layer-24"_tf_keras_layer*Š{"name": "conv2_block2_2_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv2_block2_2_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv2_block2_2_bn", 0, 0, {}]]], "shared_object_id": 67}2

µ
$/root.layer_with_weights-0.layer_with_weights-14"_tf_keras_layer*è	{"name": "conv2_block2_3_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2_block2_3_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 68}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 69}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv2_block2_2_relu", 0, 0, {}]]], "shared_object_id": 70, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 522}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 64]}}2

â	%/root.layer_with_weights-0.layer_with_weights-15"_tf_keras_layer*•	{"name": "conv2_block2_3_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv2_block2_3_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 71}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 72}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 73}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 74}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2_block2_3_conv", 0, 0, {}]]], "shared_object_id": 75, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 523}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2

Ø&"root.layer_with_weights-0.layer-27"_tf_keras_layer*˜{"name": "conv2_block2_add", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "conv2_block2_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["conv2_block1_out", 0, 0, {}], ["conv2_block2_3_bn", 0, 0, {}]]], "shared_object_id": 76, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 56, 56, 256]}, {"class_name": "TensorShape", "items": [null, 56, 56, 256]}]}2

Ã'"root.layer_with_weights-0.layer-28"_tf_keras_layer*ƒ{"name": "conv2_block2_out", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv2_block2_out", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv2_block2_add", 0, 0, {}]]], "shared_object_id": 77}2

³
(/root.layer_with_weights-0.layer_with_weights-16"_tf_keras_layer*æ	{"name": "conv2_block3_1_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2_block3_1_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 78}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 79}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv2_block2_out", 0, 0, {}]]], "shared_object_id": 80, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 524}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2

à	)/root.layer_with_weights-0.layer_with_weights-17"_tf_keras_layer*“	{"name": "conv2_block3_1_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv2_block3_1_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 81}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 82}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 83}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 84}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2_block3_1_conv", 0, 0, {}]]], "shared_object_id": 85, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 525}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 64]}}2

Ê*"root.layer_with_weights-0.layer-31"_tf_keras_layer*Š{"name": "conv2_block3_1_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv2_block3_1_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv2_block3_1_bn", 0, 0, {}]]], "shared_object_id": 86}2

³
+/root.layer_with_weights-0.layer_with_weights-18"_tf_keras_layer*æ	{"name": "conv2_block3_2_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2_block3_2_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 87}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 88}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv2_block3_1_relu", 0, 0, {}]]], "shared_object_id": 89, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 526}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 64]}}2

à	,/root.layer_with_weights-0.layer_with_weights-19"_tf_keras_layer*“	{"name": "conv2_block3_2_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv2_block3_2_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 90}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 91}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 92}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 93}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2_block3_2_conv", 0, 0, {}]]], "shared_object_id": 94, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 64}}, "shared_object_id": 527}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 64]}}2

Ê-"root.layer_with_weights-0.layer-34"_tf_keras_layer*Š{"name": "conv2_block3_2_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv2_block3_2_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv2_block3_2_bn", 0, 0, {}]]], "shared_object_id": 95}2

µ
./root.layer_with_weights-0.layer_with_weights-20"_tf_keras_layer*è	{"name": "conv2_block3_3_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2_block3_3_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 96}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 97}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv2_block3_2_relu", 0, 0, {}]]], "shared_object_id": 98, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 528}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 64]}}2

æ	//root.layer_with_weights-0.layer_with_weights-21"_tf_keras_layer*™	{"name": "conv2_block3_3_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv2_block3_3_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 99}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 100}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 101}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 102}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv2_block3_3_conv", 0, 0, {}]]], "shared_object_id": 103, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 529}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2

Ù0"root.layer_with_weights-0.layer-37"_tf_keras_layer*™{"name": "conv2_block3_add", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "conv2_block3_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["conv2_block2_out", 0, 0, {}], ["conv2_block3_3_bn", 0, 0, {}]]], "shared_object_id": 104, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 56, 56, 256]}, {"class_name": "TensorShape", "items": [null, 56, 56, 256]}]}2

Ä1"root.layer_with_weights-0.layer-38"_tf_keras_layer*„{"name": "conv2_block3_out", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv2_block3_out", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv2_block3_add", 0, 0, {}]]], "shared_object_id": 105}2

·
2/root.layer_with_weights-0.layer_with_weights-22"_tf_keras_layer*ê	{"name": "conv3_block1_1_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv3_block1_1_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 106}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 107}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv2_block3_out", 0, 0, {}]]], "shared_object_id": 108, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 530}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2

ç	3/root.layer_with_weights-0.layer_with_weights-23"_tf_keras_layer*š	{"name": "conv3_block1_1_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv3_block1_1_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 109}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 110}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 111}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 112}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv3_block1_1_conv", 0, 0, {}]]], "shared_object_id": 113, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 531}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 128]}}2

Ë4"root.layer_with_weights-0.layer-41"_tf_keras_layer*‹{"name": "conv3_block1_1_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv3_block1_1_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv3_block1_1_bn", 0, 0, {}]]], "shared_object_id": 114}2

¹
5/root.layer_with_weights-0.layer_with_weights-24"_tf_keras_layer*ì	{"name": "conv3_block1_2_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv3_block1_2_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 115}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 116}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv3_block1_1_relu", 0, 0, {}]]], "shared_object_id": 117, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 532}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 128]}}2

ç	6/root.layer_with_weights-0.layer_with_weights-25"_tf_keras_layer*š	{"name": "conv3_block1_2_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv3_block1_2_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 118}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 119}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 120}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 121}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv3_block1_2_conv", 0, 0, {}]]], "shared_object_id": 122, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 533}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 128]}}2

Ë7"root.layer_with_weights-0.layer-44"_tf_keras_layer*‹{"name": "conv3_block1_2_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv3_block1_2_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv3_block1_2_bn", 0, 0, {}]]], "shared_object_id": 123}2

·
8/root.layer_with_weights-0.layer_with_weights-26"_tf_keras_layer*ê	{"name": "conv3_block1_0_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv3_block1_0_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 124}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 125}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv2_block3_out", 0, 0, {}]]], "shared_object_id": 126, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 534}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2

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9/root.layer_with_weights-0.layer_with_weights-27"_tf_keras_layer*í	{"name": "conv3_block1_3_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv3_block1_3_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 127}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 128}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv3_block1_2_relu", 0, 0, {}]]], "shared_object_id": 129, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 535}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 128]}}2

ç	:/root.layer_with_weights-0.layer_with_weights-28"_tf_keras_layer*š	{"name": "conv3_block1_0_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv3_block1_0_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 130}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 131}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 132}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 133}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv3_block1_0_conv", 0, 0, {}]]], "shared_object_id": 134, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 512}}, "shared_object_id": 536}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 512]}}2

ç	;/root.layer_with_weights-0.layer_with_weights-29"_tf_keras_layer*š	{"name": "conv3_block1_3_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv3_block1_3_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 135}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 136}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 137}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 138}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv3_block1_3_conv", 0, 0, {}]]], "shared_object_id": 139, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 512}}, "shared_object_id": 537}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 512]}}2

Ú<"root.layer_with_weights-0.layer-49"_tf_keras_layer*š{"name": "conv3_block1_add", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "conv3_block1_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["conv3_block1_0_bn", 0, 0, {}], ["conv3_block1_3_bn", 0, 0, {}]]], "shared_object_id": 140, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 28, 28, 512]}, {"class_name": "TensorShape", "items": [null, 28, 28, 512]}]}2

Ä="root.layer_with_weights-0.layer-50"_tf_keras_layer*„{"name": "conv3_block1_out", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv3_block1_out", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv3_block1_add", 0, 0, {}]]], "shared_object_id": 141}2

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>/root.layer_with_weights-0.layer_with_weights-30"_tf_keras_layer*ê	{"name": "conv3_block2_1_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv3_block2_1_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 142}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 143}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv3_block1_out", 0, 0, {}]]], "shared_object_id": 144, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 512}}, "shared_object_id": 538}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 512]}}2

ç	?/root.layer_with_weights-0.layer_with_weights-31"_tf_keras_layer*š	{"name": "conv3_block2_1_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv3_block2_1_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 145}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 146}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 147}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 148}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv3_block2_1_conv", 0, 0, {}]]], "shared_object_id": 149, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 539}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 128]}}2

Ë@"root.layer_with_weights-0.layer-53"_tf_keras_layer*‹{"name": "conv3_block2_1_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv3_block2_1_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv3_block2_1_bn", 0, 0, {}]]], "shared_object_id": 150}2

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A/root.layer_with_weights-0.layer_with_weights-32"_tf_keras_layer*ì	{"name": "conv3_block2_2_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv3_block2_2_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 151}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 152}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv3_block2_1_relu", 0, 0, {}]]], "shared_object_id": 153, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 540}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 128]}}2

ç	B/root.layer_with_weights-0.layer_with_weights-33"_tf_keras_layer*š	{"name": "conv3_block2_2_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv3_block2_2_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 154}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 155}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 156}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 157}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv3_block2_2_conv", 0, 0, {}]]], "shared_object_id": 158, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 541}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 128]}}2

ËC"root.layer_with_weights-0.layer-56"_tf_keras_layer*‹{"name": "conv3_block2_2_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv3_block2_2_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv3_block2_2_bn", 0, 0, {}]]], "shared_object_id": 159}2

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D/root.layer_with_weights-0.layer_with_weights-34"_tf_keras_layer*í	{"name": "conv3_block2_3_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv3_block2_3_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 160}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 161}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv3_block2_2_relu", 0, 0, {}]]], "shared_object_id": 162, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 542}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 128]}}2

ç	E/root.layer_with_weights-0.layer_with_weights-35"_tf_keras_layer*š	{"name": "conv3_block2_3_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv3_block2_3_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 163}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 164}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 165}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 166}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv3_block2_3_conv", 0, 0, {}]]], "shared_object_id": 167, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 512}}, "shared_object_id": 543}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 512]}}2

ÙF"root.layer_with_weights-0.layer-59"_tf_keras_layer*™{"name": "conv3_block2_add", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "conv3_block2_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["conv3_block1_out", 0, 0, {}], ["conv3_block2_3_bn", 0, 0, {}]]], "shared_object_id": 168, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 28, 28, 512]}, {"class_name": "TensorShape", "items": [null, 28, 28, 512]}]}2

ÄG"root.layer_with_weights-0.layer-60"_tf_keras_layer*„{"name": "conv3_block2_out", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv3_block2_out", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv3_block2_add", 0, 0, {}]]], "shared_object_id": 169}2

·
H/root.layer_with_weights-0.layer_with_weights-36"_tf_keras_layer*ê	{"name": "conv3_block3_1_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv3_block3_1_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 170}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 171}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv3_block2_out", 0, 0, {}]]], "shared_object_id": 172, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 512}}, "shared_object_id": 544}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 512]}}2

ç	I/root.layer_with_weights-0.layer_with_weights-37"_tf_keras_layer*š	{"name": "conv3_block3_1_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv3_block3_1_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 173}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 174}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 175}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 176}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv3_block3_1_conv", 0, 0, {}]]], "shared_object_id": 177, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 545}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 128]}}2

ËJ"root.layer_with_weights-0.layer-63"_tf_keras_layer*‹{"name": "conv3_block3_1_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv3_block3_1_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv3_block3_1_bn", 0, 0, {}]]], "shared_object_id": 178}2

¹
K/root.layer_with_weights-0.layer_with_weights-38"_tf_keras_layer*ì	{"name": "conv3_block3_2_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv3_block3_2_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 179}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 180}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv3_block3_1_relu", 0, 0, {}]]], "shared_object_id": 181, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 546}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 128]}}2

ç	L/root.layer_with_weights-0.layer_with_weights-39"_tf_keras_layer*š	{"name": "conv3_block3_2_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv3_block3_2_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 182}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 183}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 184}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 185}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv3_block3_2_conv", 0, 0, {}]]], "shared_object_id": 186, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 547}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 128]}}2

ËM"root.layer_with_weights-0.layer-66"_tf_keras_layer*‹{"name": "conv3_block3_2_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv3_block3_2_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv3_block3_2_bn", 0, 0, {}]]], "shared_object_id": 187}2

º
N/root.layer_with_weights-0.layer_with_weights-40"_tf_keras_layer*í	{"name": "conv3_block3_3_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv3_block3_3_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 188}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 189}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv3_block3_2_relu", 0, 0, {}]]], "shared_object_id": 190, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 548}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 128]}}2

ç	O/root.layer_with_weights-0.layer_with_weights-41"_tf_keras_layer*š	{"name": "conv3_block3_3_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv3_block3_3_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 191}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 192}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 193}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 194}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv3_block3_3_conv", 0, 0, {}]]], "shared_object_id": 195, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 512}}, "shared_object_id": 549}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 512]}}2

ÙP"root.layer_with_weights-0.layer-69"_tf_keras_layer*™{"name": "conv3_block3_add", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "conv3_block3_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["conv3_block2_out", 0, 0, {}], ["conv3_block3_3_bn", 0, 0, {}]]], "shared_object_id": 196, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 28, 28, 512]}, {"class_name": "TensorShape", "items": [null, 28, 28, 512]}]}2

ÄQ"root.layer_with_weights-0.layer-70"_tf_keras_layer*„{"name": "conv3_block3_out", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv3_block3_out", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv3_block3_add", 0, 0, {}]]], "shared_object_id": 197}2

·
R/root.layer_with_weights-0.layer_with_weights-42"_tf_keras_layer*ê	{"name": "conv3_block4_1_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv3_block4_1_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 198}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 199}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv3_block3_out", 0, 0, {}]]], "shared_object_id": 200, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 512}}, "shared_object_id": 550}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 512]}}2

ç	S/root.layer_with_weights-0.layer_with_weights-43"_tf_keras_layer*š	{"name": "conv3_block4_1_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv3_block4_1_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 201}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 202}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 203}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 204}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv3_block4_1_conv", 0, 0, {}]]], "shared_object_id": 205, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 551}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 128]}}2

ËT"root.layer_with_weights-0.layer-73"_tf_keras_layer*‹{"name": "conv3_block4_1_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv3_block4_1_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv3_block4_1_bn", 0, 0, {}]]], "shared_object_id": 206}2

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U/root.layer_with_weights-0.layer_with_weights-44"_tf_keras_layer*ì	{"name": "conv3_block4_2_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv3_block4_2_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 207}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 208}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv3_block4_1_relu", 0, 0, {}]]], "shared_object_id": 209, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 552}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 128]}}2

ç	V/root.layer_with_weights-0.layer_with_weights-45"_tf_keras_layer*š	{"name": "conv3_block4_2_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv3_block4_2_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 210}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 211}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 212}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 213}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv3_block4_2_conv", 0, 0, {}]]], "shared_object_id": 214, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 128}}, "shared_object_id": 553}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 128]}}2

ËW"root.layer_with_weights-0.layer-76"_tf_keras_layer*‹{"name": "conv3_block4_2_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv3_block4_2_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv3_block4_2_bn", 0, 0, {}]]], "shared_object_id": 215}2

º
X/root.layer_with_weights-0.layer_with_weights-46"_tf_keras_layer*í	{"name": "conv3_block4_3_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv3_block4_3_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 216}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 217}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv3_block4_2_relu", 0, 0, {}]]], "shared_object_id": 218, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 554}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 128]}}2

ç	Y/root.layer_with_weights-0.layer_with_weights-47"_tf_keras_layer*š	{"name": "conv3_block4_3_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv3_block4_3_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 219}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 220}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 221}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 222}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv3_block4_3_conv", 0, 0, {}]]], "shared_object_id": 223, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 512}}, "shared_object_id": 555}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 512]}}2

ÙZ"root.layer_with_weights-0.layer-79"_tf_keras_layer*™{"name": "conv3_block4_add", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "conv3_block4_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["conv3_block3_out", 0, 0, {}], ["conv3_block4_3_bn", 0, 0, {}]]], "shared_object_id": 224, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 28, 28, 512]}, {"class_name": "TensorShape", "items": [null, 28, 28, 512]}]}2

Ä["root.layer_with_weights-0.layer-80"_tf_keras_layer*„{"name": "conv3_block4_out", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv3_block4_out", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv3_block4_add", 0, 0, {}]]], "shared_object_id": 225}2

·
\/root.layer_with_weights-0.layer_with_weights-48"_tf_keras_layer*ê	{"name": "conv4_block1_1_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv4_block1_1_conv", "trainable": false, "dtype": "float32", "filters": 256, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 226}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 227}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv3_block4_out", 0, 0, {}]]], "shared_object_id": 228, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 512}}, "shared_object_id": 556}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 512]}}2

ç	]/root.layer_with_weights-0.layer_with_weights-49"_tf_keras_layer*š	{"name": "conv4_block1_1_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv4_block1_1_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 229}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 230}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 231}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 232}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv4_block1_1_conv", 0, 0, {}]]], "shared_object_id": 233, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 557}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

Ë^"root.layer_with_weights-0.layer-83"_tf_keras_layer*‹{"name": "conv4_block1_1_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv4_block1_1_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv4_block1_1_bn", 0, 0, {}]]], "shared_object_id": 234}2

¹
_/root.layer_with_weights-0.layer_with_weights-50"_tf_keras_layer*ì	{"name": "conv4_block1_2_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv4_block1_2_conv", "trainable": false, "dtype": "float32", "filters": 256, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 235}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 236}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv4_block1_1_relu", 0, 0, {}]]], "shared_object_id": 237, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 558}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

ç	`/root.layer_with_weights-0.layer_with_weights-51"_tf_keras_layer*š	{"name": "conv4_block1_2_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv4_block1_2_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 238}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 239}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 240}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 241}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv4_block1_2_conv", 0, 0, {}]]], "shared_object_id": 242, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 559}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

Ëa"root.layer_with_weights-0.layer-86"_tf_keras_layer*‹{"name": "conv4_block1_2_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv4_block1_2_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv4_block1_2_bn", 0, 0, {}]]], "shared_object_id": 243}2

¸
b/root.layer_with_weights-0.layer_with_weights-52"_tf_keras_layer*ë	{"name": "conv4_block1_0_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv4_block1_0_conv", "trainable": false, "dtype": "float32", "filters": 1024, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 244}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 245}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv3_block4_out", 0, 0, {}]]], "shared_object_id": 246, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 512}}, "shared_object_id": 560}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 512]}}2

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c/root.layer_with_weights-0.layer_with_weights-53"_tf_keras_layer*î	{"name": "conv4_block1_3_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv4_block1_3_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 247}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 248}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv4_block1_2_relu", 0, 0, {}]]], "shared_object_id": 249, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 561}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

é	d/root.layer_with_weights-0.layer_with_weights-54"_tf_keras_layer*œ	{"name": "conv4_block1_0_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv4_block1_0_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 250}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 251}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 252}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 253}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv4_block1_0_conv", 0, 0, {}]]], "shared_object_id": 254, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1024}}, "shared_object_id": 562}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 1024]}}2

é	e/root.layer_with_weights-0.layer_with_weights-55"_tf_keras_layer*œ	{"name": "conv4_block1_3_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv4_block1_3_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 255}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 256}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 257}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 258}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv4_block1_3_conv", 0, 0, {}]]], "shared_object_id": 259, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1024}}, "shared_object_id": 563}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 1024]}}2

Üf"root.layer_with_weights-0.layer-91"_tf_keras_layer*œ{"name": "conv4_block1_add", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "conv4_block1_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["conv4_block1_0_bn", 0, 0, {}], ["conv4_block1_3_bn", 0, 0, {}]]], "shared_object_id": 260, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 14, 14, 1024]}, {"class_name": "TensorShape", "items": [null, 14, 14, 1024]}]}2

Äg"root.layer_with_weights-0.layer-92"_tf_keras_layer*„{"name": "conv4_block1_out", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv4_block1_out", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv4_block1_add", 0, 0, {}]]], "shared_object_id": 261}2

¹
h/root.layer_with_weights-0.layer_with_weights-56"_tf_keras_layer*ì	{"name": "conv4_block2_1_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv4_block2_1_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 262}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 263}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv4_block1_out", 0, 0, {}]]], "shared_object_id": 264, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1024}}, "shared_object_id": 564}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 1024]}}2

ç	i/root.layer_with_weights-0.layer_with_weights-57"_tf_keras_layer*š	{"name": "conv4_block2_1_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv4_block2_1_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 265}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 266}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 267}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 268}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv4_block2_1_conv", 0, 0, {}]]], "shared_object_id": 269, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 565}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

Ëj"root.layer_with_weights-0.layer-95"_tf_keras_layer*‹{"name": "conv4_block2_1_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv4_block2_1_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv4_block2_1_bn", 0, 0, {}]]], "shared_object_id": 270}2

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k/root.layer_with_weights-0.layer_with_weights-58"_tf_keras_layer*ì	{"name": "conv4_block2_2_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv4_block2_2_conv", "trainable": false, "dtype": "float32", "filters": 256, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 271}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 272}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv4_block2_1_relu", 0, 0, {}]]], "shared_object_id": 273, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 566}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

ç	l/root.layer_with_weights-0.layer_with_weights-59"_tf_keras_layer*š	{"name": "conv4_block2_2_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv4_block2_2_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 274}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 275}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 276}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 277}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv4_block2_2_conv", 0, 0, {}]]], "shared_object_id": 278, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 567}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

Ëm"root.layer_with_weights-0.layer-98"_tf_keras_layer*‹{"name": "conv4_block2_2_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv4_block2_2_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv4_block2_2_bn", 0, 0, {}]]], "shared_object_id": 279}2

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n/root.layer_with_weights-0.layer_with_weights-60"_tf_keras_layer*î	{"name": "conv4_block2_3_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv4_block2_3_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 280}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 281}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv4_block2_2_relu", 0, 0, {}]]], "shared_object_id": 282, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 568}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

é	o/root.layer_with_weights-0.layer_with_weights-61"_tf_keras_layer*œ	{"name": "conv4_block2_3_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv4_block2_3_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 283}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 284}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 285}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 286}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv4_block2_3_conv", 0, 0, {}]]], "shared_object_id": 287, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1024}}, "shared_object_id": 569}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 1024]}}2

Üp#root.layer_with_weights-0.layer-101"_tf_keras_layer*›{"name": "conv4_block2_add", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "conv4_block2_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["conv4_block1_out", 0, 0, {}], ["conv4_block2_3_bn", 0, 0, {}]]], "shared_object_id": 288, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 14, 14, 1024]}, {"class_name": "TensorShape", "items": [null, 14, 14, 1024]}]}2

Åq#root.layer_with_weights-0.layer-102"_tf_keras_layer*„{"name": "conv4_block2_out", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv4_block2_out", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv4_block2_add", 0, 0, {}]]], "shared_object_id": 289}2

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r/root.layer_with_weights-0.layer_with_weights-62"_tf_keras_layer*ì	{"name": "conv4_block3_1_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv4_block3_1_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 290}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 291}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv4_block2_out", 0, 0, {}]]], "shared_object_id": 292, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1024}}, "shared_object_id": 570}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 1024]}}2

ç	s/root.layer_with_weights-0.layer_with_weights-63"_tf_keras_layer*š	{"name": "conv4_block3_1_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv4_block3_1_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 293}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 294}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 295}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 296}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv4_block3_1_conv", 0, 0, {}]]], "shared_object_id": 297, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 571}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

Ìt#root.layer_with_weights-0.layer-105"_tf_keras_layer*‹{"name": "conv4_block3_1_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv4_block3_1_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv4_block3_1_bn", 0, 0, {}]]], "shared_object_id": 298}2

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u/root.layer_with_weights-0.layer_with_weights-64"_tf_keras_layer*ì	{"name": "conv4_block3_2_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv4_block3_2_conv", "trainable": false, "dtype": "float32", "filters": 256, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 299}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 300}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv4_block3_1_relu", 0, 0, {}]]], "shared_object_id": 301, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 572}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

ç	v/root.layer_with_weights-0.layer_with_weights-65"_tf_keras_layer*š	{"name": "conv4_block3_2_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv4_block3_2_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 302}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 303}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 304}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 305}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv4_block3_2_conv", 0, 0, {}]]], "shared_object_id": 306, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 573}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

Ìw#root.layer_with_weights-0.layer-108"_tf_keras_layer*‹{"name": "conv4_block3_2_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv4_block3_2_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv4_block3_2_bn", 0, 0, {}]]], "shared_object_id": 307}2

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x/root.layer_with_weights-0.layer_with_weights-66"_tf_keras_layer*î	{"name": "conv4_block3_3_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv4_block3_3_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 308}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 309}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv4_block3_2_relu", 0, 0, {}]]], "shared_object_id": 310, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 574}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

é	y/root.layer_with_weights-0.layer_with_weights-67"_tf_keras_layer*œ	{"name": "conv4_block3_3_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv4_block3_3_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 311}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 312}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 313}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 314}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv4_block3_3_conv", 0, 0, {}]]], "shared_object_id": 315, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1024}}, "shared_object_id": 575}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 1024]}}2

Üz#root.layer_with_weights-0.layer-111"_tf_keras_layer*›{"name": "conv4_block3_add", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "conv4_block3_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["conv4_block2_out", 0, 0, {}], ["conv4_block3_3_bn", 0, 0, {}]]], "shared_object_id": 316, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 14, 14, 1024]}, {"class_name": "TensorShape", "items": [null, 14, 14, 1024]}]}2

Å{#root.layer_with_weights-0.layer-112"_tf_keras_layer*„{"name": "conv4_block3_out", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv4_block3_out", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv4_block3_add", 0, 0, {}]]], "shared_object_id": 317}2

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|/root.layer_with_weights-0.layer_with_weights-68"_tf_keras_layer*ì	{"name": "conv4_block4_1_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv4_block4_1_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 318}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 319}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv4_block3_out", 0, 0, {}]]], "shared_object_id": 320, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1024}}, "shared_object_id": 576}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 1024]}}2

ç	}/root.layer_with_weights-0.layer_with_weights-69"_tf_keras_layer*š	{"name": "conv4_block4_1_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv4_block4_1_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 321}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 322}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 323}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 324}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv4_block4_1_conv", 0, 0, {}]]], "shared_object_id": 325, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 577}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

Ì~#root.layer_with_weights-0.layer-115"_tf_keras_layer*‹{"name": "conv4_block4_1_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv4_block4_1_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv4_block4_1_bn", 0, 0, {}]]], "shared_object_id": 326}2

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/root.layer_with_weights-0.layer_with_weights-70"_tf_keras_layer*ì	{"name": "conv4_block4_2_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv4_block4_2_conv", "trainable": false, "dtype": "float32", "filters": 256, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 327}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 328}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv4_block4_1_relu", 0, 0, {}]]], "shared_object_id": 329, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 578}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

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/root.layer_with_weights-0.layer_with_weights-71"_tf_keras_layer*š	{"name": "conv4_block4_2_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv4_block4_2_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 330}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 331}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 332}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 333}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv4_block4_2_conv", 0, 0, {}]]], "shared_object_id": 334, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 579}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

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#root.layer_with_weights-0.layer-118"_tf_keras_layer*‹{"name": "conv4_block4_2_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv4_block4_2_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv4_block4_2_bn", 0, 0, {}]]], "shared_object_id": 335}2

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/root.layer_with_weights-0.layer_with_weights-72"_tf_keras_layer*î	{"name": "conv4_block4_3_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv4_block4_3_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 336}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 337}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv4_block4_2_relu", 0, 0, {}]]], "shared_object_id": 338, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 580}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

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/root.layer_with_weights-0.layer_with_weights-73"_tf_keras_layer*œ	{"name": "conv4_block4_3_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv4_block4_3_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 339}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 340}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 341}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 342}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv4_block4_3_conv", 0, 0, {}]]], "shared_object_id": 343, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1024}}, "shared_object_id": 581}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 1024]}}2

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#root.layer_with_weights-0.layer-121"_tf_keras_layer*›{"name": "conv4_block4_add", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "conv4_block4_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["conv4_block3_out", 0, 0, {}], ["conv4_block4_3_bn", 0, 0, {}]]], "shared_object_id": 344, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 14, 14, 1024]}, {"class_name": "TensorShape", "items": [null, 14, 14, 1024]}]}2

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#root.layer_with_weights-0.layer-122"_tf_keras_layer*„{"name": "conv4_block4_out", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv4_block4_out", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv4_block4_add", 0, 0, {}]]], "shared_object_id": 345}2

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/root.layer_with_weights-0.layer_with_weights-74"_tf_keras_layer*ì	{"name": "conv4_block5_1_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv4_block5_1_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 346}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 347}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv4_block4_out", 0, 0, {}]]], "shared_object_id": 348, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1024}}, "shared_object_id": 582}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 1024]}}2

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/root.layer_with_weights-0.layer_with_weights-75"_tf_keras_layer*š	{"name": "conv4_block5_1_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv4_block5_1_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 349}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 350}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 351}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 352}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv4_block5_1_conv", 0, 0, {}]]], "shared_object_id": 353, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 583}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

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#root.layer_with_weights-0.layer-125"_tf_keras_layer*‹{"name": "conv4_block5_1_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv4_block5_1_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv4_block5_1_bn", 0, 0, {}]]], "shared_object_id": 354}2

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/root.layer_with_weights-0.layer_with_weights-76"_tf_keras_layer*ì	{"name": "conv4_block5_2_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv4_block5_2_conv", "trainable": false, "dtype": "float32", "filters": 256, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 355}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 356}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv4_block5_1_relu", 0, 0, {}]]], "shared_object_id": 357, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 584}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

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/root.layer_with_weights-0.layer_with_weights-77"_tf_keras_layer*š	{"name": "conv4_block5_2_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv4_block5_2_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 358}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 359}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 360}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 361}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv4_block5_2_conv", 0, 0, {}]]], "shared_object_id": 362, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 585}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

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#root.layer_with_weights-0.layer-128"_tf_keras_layer*‹{"name": "conv4_block5_2_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv4_block5_2_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv4_block5_2_bn", 0, 0, {}]]], "shared_object_id": 363}2

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/root.layer_with_weights-0.layer_with_weights-78"_tf_keras_layer*î	{"name": "conv4_block5_3_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv4_block5_3_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 364}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 365}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv4_block5_2_relu", 0, 0, {}]]], "shared_object_id": 366, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 586}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

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/root.layer_with_weights-0.layer_with_weights-79"_tf_keras_layer*œ	{"name": "conv4_block5_3_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv4_block5_3_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 367}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 368}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 369}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 370}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv4_block5_3_conv", 0, 0, {}]]], "shared_object_id": 371, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1024}}, "shared_object_id": 587}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 1024]}}2

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#root.layer_with_weights-0.layer-131"_tf_keras_layer*›{"name": "conv4_block5_add", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "conv4_block5_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["conv4_block4_out", 0, 0, {}], ["conv4_block5_3_bn", 0, 0, {}]]], "shared_object_id": 372, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 14, 14, 1024]}, {"class_name": "TensorShape", "items": [null, 14, 14, 1024]}]}2

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#root.layer_with_weights-0.layer-132"_tf_keras_layer*„{"name": "conv4_block5_out", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv4_block5_out", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv4_block5_add", 0, 0, {}]]], "shared_object_id": 373}2

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/root.layer_with_weights-0.layer_with_weights-80"_tf_keras_layer*ì	{"name": "conv4_block6_1_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv4_block6_1_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 374}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 375}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv4_block5_out", 0, 0, {}]]], "shared_object_id": 376, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1024}}, "shared_object_id": 588}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 1024]}}2

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/root.layer_with_weights-0.layer_with_weights-81"_tf_keras_layer*š	{"name": "conv4_block6_1_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv4_block6_1_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 377}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 378}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 379}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 380}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv4_block6_1_conv", 0, 0, {}]]], "shared_object_id": 381, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 589}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

Í’
#root.layer_with_weights-0.layer-135"_tf_keras_layer*‹{"name": "conv4_block6_1_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv4_block6_1_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv4_block6_1_bn", 0, 0, {}]]], "shared_object_id": 382}2

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/root.layer_with_weights-0.layer_with_weights-82"_tf_keras_layer*ì	{"name": "conv4_block6_2_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv4_block6_2_conv", "trainable": false, "dtype": "float32", "filters": 256, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 383}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 384}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv4_block6_1_relu", 0, 0, {}]]], "shared_object_id": 385, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 590}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

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/root.layer_with_weights-0.layer_with_weights-83"_tf_keras_layer*š	{"name": "conv4_block6_2_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv4_block6_2_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 386}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 387}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 388}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 389}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv4_block6_2_conv", 0, 0, {}]]], "shared_object_id": 390, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 256}}, "shared_object_id": 591}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

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#root.layer_with_weights-0.layer-138"_tf_keras_layer*‹{"name": "conv4_block6_2_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv4_block6_2_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv4_block6_2_bn", 0, 0, {}]]], "shared_object_id": 391}2

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/root.layer_with_weights-0.layer_with_weights-84"_tf_keras_layer*î	{"name": "conv4_block6_3_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv4_block6_3_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 392}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 393}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv4_block6_2_relu", 0, 0, {}]]], "shared_object_id": 394, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 592}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 256]}}2

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/root.layer_with_weights-0.layer_with_weights-85"_tf_keras_layer*œ	{"name": "conv4_block6_3_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv4_block6_3_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 395}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 396}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 397}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 398}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv4_block6_3_conv", 0, 0, {}]]], "shared_object_id": 399, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1024}}, "shared_object_id": 593}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 1024]}}2

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#root.layer_with_weights-0.layer-141"_tf_keras_layer*›{"name": "conv4_block6_add", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "conv4_block6_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["conv4_block5_out", 0, 0, {}], ["conv4_block6_3_bn", 0, 0, {}]]], "shared_object_id": 400, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 14, 14, 1024]}, {"class_name": "TensorShape", "items": [null, 14, 14, 1024]}]}2

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#root.layer_with_weights-0.layer-142"_tf_keras_layer*„{"name": "conv4_block6_out", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv4_block6_out", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv4_block6_add", 0, 0, {}]]], "shared_object_id": 401}2

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/root.layer_with_weights-0.layer_with_weights-86"_tf_keras_layer*ì	{"name": "conv5_block1_1_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv5_block1_1_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 402}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 403}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv4_block6_out", 0, 0, {}]]], "shared_object_id": 404, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1024}}, "shared_object_id": 594}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 1024]}}2

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/root.layer_with_weights-0.layer_with_weights-87"_tf_keras_layer*˜	{"name": "conv5_block1_1_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv5_block1_1_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 405}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 406}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 407}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 408}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv5_block1_1_conv", 0, 0, {}]]], "shared_object_id": 409, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 512}}, "shared_object_id": 595}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 512]}}2

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#root.layer_with_weights-0.layer-145"_tf_keras_layer*‹{"name": "conv5_block1_1_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv5_block1_1_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv5_block1_1_bn", 0, 0, {}]]], "shared_object_id": 410}2

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/root.layer_with_weights-0.layer_with_weights-88"_tf_keras_layer*ê	{"name": "conv5_block1_2_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv5_block1_2_conv", "trainable": false, "dtype": "float32", "filters": 512, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 411}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 412}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv5_block1_1_relu", 0, 0, {}]]], "shared_object_id": 413, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 512}}, "shared_object_id": 596}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 512]}}2

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/root.layer_with_weights-0.layer_with_weights-89"_tf_keras_layer*˜	{"name": "conv5_block1_2_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv5_block1_2_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 414}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 415}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 416}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 417}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv5_block1_2_conv", 0, 0, {}]]], "shared_object_id": 418, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 512}}, "shared_object_id": 597}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 512]}}2

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#root.layer_with_weights-0.layer-148"_tf_keras_layer*‹{"name": "conv5_block1_2_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv5_block1_2_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv5_block1_2_bn", 0, 0, {}]]], "shared_object_id": 419}2

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/root.layer_with_weights-0.layer_with_weights-90"_tf_keras_layer*í	{"name": "conv5_block1_0_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv5_block1_0_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 420}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 421}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv4_block6_out", 0, 0, {}]]], "shared_object_id": 422, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1024}}, "shared_object_id": 598}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 1024]}}2

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/root.layer_with_weights-0.layer_with_weights-91"_tf_keras_layer*ì	{"name": "conv5_block1_3_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv5_block1_3_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 423}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 424}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv5_block1_2_relu", 0, 0, {}]]], "shared_object_id": 425, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 512}}, "shared_object_id": 599}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 512]}}2

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/root.layer_with_weights-0.layer_with_weights-92"_tf_keras_layer*š	{"name": "conv5_block1_0_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv5_block1_0_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 426}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 427}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 428}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 429}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv5_block1_0_conv", 0, 0, {}]]], "shared_object_id": 430, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 2048}}, "shared_object_id": 600}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 2048]}}2

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/root.layer_with_weights-0.layer_with_weights-93"_tf_keras_layer*š	{"name": "conv5_block1_3_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv5_block1_3_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 431}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 432}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 433}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 434}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv5_block1_3_conv", 0, 0, {}]]], "shared_object_id": 435, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 2048}}, "shared_object_id": 601}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 2048]}}2

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#root.layer_with_weights-0.layer-153"_tf_keras_layer*˜{"name": "conv5_block1_add", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "conv5_block1_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["conv5_block1_0_bn", 0, 0, {}], ["conv5_block1_3_bn", 0, 0, {}]]], "shared_object_id": 436, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 7, 7, 2048]}, {"class_name": "TensorShape", "items": [null, 7, 7, 2048]}]}2

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#root.layer_with_weights-0.layer-154"_tf_keras_layer*„{"name": "conv5_block1_out", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv5_block1_out", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv5_block1_add", 0, 0, {}]]], "shared_object_id": 437}2

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/root.layer_with_weights-0.layer_with_weights-94"_tf_keras_layer*ê	{"name": "conv5_block2_1_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv5_block2_1_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 438}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 439}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv5_block1_out", 0, 0, {}]]], "shared_object_id": 440, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 2048}}, "shared_object_id": 602}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 2048]}}2

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/root.layer_with_weights-0.layer_with_weights-95"_tf_keras_layer*˜	{"name": "conv5_block2_1_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv5_block2_1_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 441}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 442}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 443}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 444}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv5_block2_1_conv", 0, 0, {}]]], "shared_object_id": 445, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 512}}, "shared_object_id": 603}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 512]}}2

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#root.layer_with_weights-0.layer-157"_tf_keras_layer*‹{"name": "conv5_block2_1_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv5_block2_1_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv5_block2_1_bn", 0, 0, {}]]], "shared_object_id": 446}2

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/root.layer_with_weights-0.layer_with_weights-96"_tf_keras_layer*ê	{"name": "conv5_block2_2_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv5_block2_2_conv", "trainable": false, "dtype": "float32", "filters": 512, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 447}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 448}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv5_block2_1_relu", 0, 0, {}]]], "shared_object_id": 449, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 512}}, "shared_object_id": 604}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 512]}}2

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/root.layer_with_weights-0.layer_with_weights-97"_tf_keras_layer*˜	{"name": "conv5_block2_2_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv5_block2_2_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 450}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 451}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 452}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 453}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv5_block2_2_conv", 0, 0, {}]]], "shared_object_id": 454, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 512}}, "shared_object_id": 605}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 512]}}2

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#root.layer_with_weights-0.layer-160"_tf_keras_layer*‹{"name": "conv5_block2_2_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv5_block2_2_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv5_block2_2_bn", 0, 0, {}]]], "shared_object_id": 455}2

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/root.layer_with_weights-0.layer_with_weights-98"_tf_keras_layer*ì	{"name": "conv5_block2_3_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv5_block2_3_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 456}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 457}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv5_block2_2_relu", 0, 0, {}]]], "shared_object_id": 458, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 512}}, "shared_object_id": 606}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 512]}}2

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/root.layer_with_weights-0.layer_with_weights-99"_tf_keras_layer*š	{"name": "conv5_block2_3_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv5_block2_3_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 459}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 460}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 461}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 462}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv5_block2_3_conv", 0, 0, {}]]], "shared_object_id": 463, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 2048}}, "shared_object_id": 607}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 2048]}}2

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#root.layer_with_weights-0.layer-163"_tf_keras_layer*—{"name": "conv5_block2_add", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "conv5_block2_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["conv5_block1_out", 0, 0, {}], ["conv5_block2_3_bn", 0, 0, {}]]], "shared_object_id": 464, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 7, 7, 2048]}, {"class_name": "TensorShape", "items": [null, 7, 7, 2048]}]}2

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#root.layer_with_weights-0.layer-164"_tf_keras_layer*„{"name": "conv5_block2_out", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv5_block2_out", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv5_block2_add", 0, 0, {}]]], "shared_object_id": 465}2

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0root.layer_with_weights-0.layer_with_weights-100"_tf_keras_layer*ê	{"name": "conv5_block3_1_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv5_block3_1_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 466}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 467}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv5_block2_out", 0, 0, {}]]], "shared_object_id": 468, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 2048}}, "shared_object_id": 608}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 2048]}}2

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0root.layer_with_weights-0.layer_with_weights-101"_tf_keras_layer*˜	{"name": "conv5_block3_1_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv5_block3_1_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 469}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 470}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 471}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 472}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv5_block3_1_conv", 0, 0, {}]]], "shared_object_id": 473, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 512}}, "shared_object_id": 609}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 512]}}2

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#root.layer_with_weights-0.layer-167"_tf_keras_layer*‹{"name": "conv5_block3_1_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv5_block3_1_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv5_block3_1_bn", 0, 0, {}]]], "shared_object_id": 474}2

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0root.layer_with_weights-0.layer_with_weights-102"_tf_keras_layer*ê	{"name": "conv5_block3_2_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv5_block3_2_conv", "trainable": false, "dtype": "float32", "filters": 512, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 475}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 476}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv5_block3_1_relu", 0, 0, {}]]], "shared_object_id": 477, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 512}}, "shared_object_id": 610}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 512]}}2

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0root.layer_with_weights-0.layer_with_weights-103"_tf_keras_layer*˜	{"name": "conv5_block3_2_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv5_block3_2_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 478}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 479}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 480}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 481}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv5_block3_2_conv", 0, 0, {}]]], "shared_object_id": 482, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 512}}, "shared_object_id": 611}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 512]}}2

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#root.layer_with_weights-0.layer-170"_tf_keras_layer*‹{"name": "conv5_block3_2_relu", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv5_block3_2_relu", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv5_block3_2_bn", 0, 0, {}]]], "shared_object_id": 483}2

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0root.layer_with_weights-0.layer_with_weights-104"_tf_keras_layer*ì	{"name": "conv5_block3_3_conv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv5_block3_3_conv", "trainable": false, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 484}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 485}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["conv5_block3_2_relu", 0, 0, {}]]], "shared_object_id": 486, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 512}}, "shared_object_id": 612}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 512]}}2

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0root.layer_with_weights-0.layer_with_weights-105"_tf_keras_layer*š	{"name": "conv5_block3_3_bn", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "conv5_block3_3_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 1.001e-05, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 487}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 488}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 489}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 490}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["conv5_block3_3_conv", 0, 0, {}]]], "shared_object_id": 491, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 2048}}, "shared_object_id": 613}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 2048]}}2

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#root.layer_with_weights-0.layer-173"_tf_keras_layer*—{"name": "conv5_block3_add", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "conv5_block3_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["conv5_block2_out", 0, 0, {}], ["conv5_block3_3_bn", 0, 0, {}]]], "shared_object_id": 492, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 7, 7, 2048]}, {"class_name": "TensorShape", "items": [null, 7, 7, 2048]}]}2

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#root.layer_with_weights-0.layer-174"_tf_keras_layer*„{"name": "conv5_block3_out", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "conv5_block3_out", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["conv5_block3_add", 0, 0, {}]]], "shared_object_id": 493}2

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root.keras_api.metrics.0"_tf_keras_metric*ƒ
{"class_name": "Mean", "name": "loss", "dtype": "float32", "config": {"name": "loss", "dtype": "float32"}, "shared_object_id": 614}2

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root.keras_api.metrics.1"_tf_keras_metric*½
{"class_name": "MeanMetricWrapper", "name": "accuracy", "dtype": "float32", "config": {"name": "accuracy", "dtype": "float32", "fn": "sparse_categorical_accuracy"}, "shared_object_id": 501}2