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"shared_object_id": 654}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "block7a_project_bn", "inbound_nodes": [[["block7a_project_conv", 0, 0, {}]]], "shared_object_id": 655}, {"class_name": "Conv2D", "config": {"name": "top_conv", "trainable": false, "dtype": "float32", "filters": 1280, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 656}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 657}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "top_conv", "inbound_nodes": [[["block7a_project_bn", 0, 0, {}]]], "shared_object_id": 658}, {"class_name": "BatchNormalization", "config": {"name": "top_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 659}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 660}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 661}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 662}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "name": "top_bn", "inbound_nodes": [[["top_conv", 0, 0, {}]]], "shared_object_id": 663}, {"class_name": "Activation", "config": {"name": "top_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "name": "top_activation", "inbound_nodes": [[["top_bn", 0, 0, {}]]], "shared_object_id": 664}], "input_layers": [["input_2", 0, 0]], "output_layers": [["top_activation", 0, 0]]}}}2
ºroot.layer-6"_tf_keras_layer*�{"name": "concatenate", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Concatenate", "config": {"name": "concatenate", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["vgg16", 1, 0, {}], ["efficientnetb0", 1, 0, {}]]], "shared_object_id": 666, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 7, 7, 512]}, {"class_name": "TensorShape", "items": [null, 7, 7, 1280]}]}2
�
root.layer_with_weights-2"_tf_keras_layer*Ê	{"name": "conv2d", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "conv2d", "trainable": true, "dtype": "float32", "filters": 2048, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "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": 667}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 668}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["concatenate", 0, 0, {}]]], "shared_object_id": 669, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1792}}, "shared_object_id": 686}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 1792]}}2
À	root.layer-8"_tf_keras_layer*–{"name": "flatten", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Flatten", "config": {"name": "flatten", "trainable": true, "dtype": "float32", "data_format": "channels_last"}, "inbound_nodes": [[["conv2d", 0, 0, {}]]], "shared_object_id": 670, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 1, "axes": {}}, "shared_object_id": 687}}2
û
root.layer_with_weights-3"_tf_keras_layer*Ä{"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": 512, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 671}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 672}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["flatten", 0, 0, {}]]], "shared_object_id": 673, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 51200}}, "shared_object_id": 688}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 51200]}}2
ðroot.layer-10"_tf_keras_layer*Å{"name": "dropout", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dropout", "config": {"name": "dropout", "trainable": true, "dtype": "float32", "rate": 0.2, "noise_shape": null, "seed": null}, "inbound_nodes": [[["dense", 0, 0, {}]]], "shared_object_id": 674, "build_input_shape": {"class_name": "TensorShape", "items": [null, 512]}}2
úroot.layer_with_weights-4"_tf_keras_layer*Ã{"name": "dense_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dense", "config": {"name": "dense_1", "trainable": true, "dtype": "float32", "units": 64, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 675}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 676}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dropout", 0, 0, {}]]], "shared_object_id": 677, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 512}}, "shared_object_id": 689}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 512]}}2
ûroot.layer_with_weights-5"_tf_keras_layer*Ä{"name": "dense_2", "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_2", "trainable": true, "dtype": "float32", "units": 10, "activation": "softmax", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 678}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 679}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dense_1", 0, 0, {}]]], "shared_object_id": 680, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 64}}, "shared_object_id": 690}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 64]}}2
€root.layer-1.layer-0"_tf_keras_layer*Î{"name": "random_flip", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "RandomFlip", "config": {"name": "random_flip", "trainable": true, "dtype": "float32", "mode": "horizontal", "seed": null}, "shared_object_id": 2}2
Íroot.layer-1.layer-1"_tf_keras_layer*›{"name": "random_rotation", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "RandomRotation", "config": {"name": "random_rotation", "trainable": true, "dtype": "float32", "factor": 0.1, "fill_mode": "reflect", "fill_value": 0.0, "interpolation": "bilinear", "seed": null}, "shared_object_id": 3}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
’
&.root.layer_with_weights-0.layer_with_weights-0"_tf_keras_layer*Æ	{"name": "block1_conv1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block1_conv1", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 8}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 9}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["input_1", 0, 0, {}]]], "shared_object_id": 10, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 3}}, "shared_object_id": 691}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 224, 224, 3]}}2
›
'.root.layer_with_weights-0.layer_with_weights-1"_tf_keras_layer*Ï	{"name": "block1_conv2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block1_conv2", "trainable": true, "dtype": "float32", "filters": 64, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 11}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 12}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block1_conv1", 0, 0, {}]]], "shared_object_id": 13, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 692}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 224, 224, 64]}}2
ï(!root.layer_with_weights-0.layer-3"_tf_keras_layer*°{"name": "block1_pool", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "MaxPooling2D", "config": {"name": "block1_pool", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["block1_conv2", 0, 0, {}]]], "shared_object_id": 14, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 693}}2
›
).root.layer_with_weights-0.layer_with_weights-2"_tf_keras_layer*Ï	{"name": "block2_conv1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block2_conv1", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 15}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 16}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block1_pool", 0, 0, {}]]], "shared_object_id": 17, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 64}}, "shared_object_id": 694}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 64]}}2
ž
*.root.layer_with_weights-0.layer_with_weights-3"_tf_keras_layer*Ò	{"name": "block2_conv2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block2_conv2", "trainable": true, "dtype": "float32", "filters": 128, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 18}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 19}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block2_conv1", 0, 0, {}]]], "shared_object_id": 20, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 695}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 128]}}2
ï+!root.layer_with_weights-0.layer-6"_tf_keras_layer*°{"name": "block2_pool", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "MaxPooling2D", "config": {"name": "block2_pool", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["block2_conv2", 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": {}}, "shared_object_id": 696}}2
›
,.root.layer_with_weights-0.layer_with_weights-4"_tf_keras_layer*Ï	{"name": "block3_conv1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block3_conv1", "trainable": true, "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": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 22}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 23}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block2_pool", 0, 0, {}]]], "shared_object_id": 24, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 128}}, "shared_object_id": 697}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 128]}}2
œ
-.root.layer_with_weights-0.layer_with_weights-5"_tf_keras_layer*Ð	{"name": "block3_conv2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block3_conv2", "trainable": true, "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": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 25}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 26}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block3_conv1", 0, 0, {}]]], "shared_object_id": 27, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 698}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2
œ
..root.layer_with_weights-0.layer_with_weights-6"_tf_keras_layer*Ð	{"name": "block3_conv3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block3_conv3", "trainable": true, "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": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 28}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 29}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block3_conv2", 0, 0, {}]]], "shared_object_id": 30, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 256}}, "shared_object_id": 699}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 256]}}2
ð/"root.layer_with_weights-0.layer-10"_tf_keras_layer*°{"name": "block3_pool", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "MaxPooling2D", "config": {"name": "block3_pool", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["block3_conv3", 0, 0, {}]]], "shared_object_id": 31, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 700}}2
›
0.root.layer_with_weights-0.layer_with_weights-7"_tf_keras_layer*Ï	{"name": "block4_conv1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block4_conv1", "trainable": true, "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": "relu", "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": [[["block3_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": 256}}, "shared_object_id": 701}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 256]}}2
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1.root.layer_with_weights-0.layer_with_weights-8"_tf_keras_layer*Ð	{"name": "block4_conv2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block4_conv2", "trainable": true, "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": "relu", "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": [[["block4_conv1", 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": 512}}, "shared_object_id": 702}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 512]}}2
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2.root.layer_with_weights-0.layer_with_weights-9"_tf_keras_layer*Ð	{"name": "block4_conv3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block4_conv3", "trainable": true, "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": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 38}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 39}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4_conv2", 0, 0, {}]]], "shared_object_id": 40, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 512}}, "shared_object_id": 703}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 512]}}2
ð3"root.layer_with_weights-0.layer-14"_tf_keras_layer*°{"name": "block4_pool", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "MaxPooling2D", "config": {"name": "block4_pool", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["block4_conv3", 0, 0, {}]]], "shared_object_id": 41, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 704}}2
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4/root.layer_with_weights-0.layer_with_weights-10"_tf_keras_layer*Ï	{"name": "block5_conv1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5_conv1", "trainable": true, "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": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 42}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 43}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4_pool", 0, 0, {}]]], "shared_object_id": 44, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 512}}, "shared_object_id": 705}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 512]}}2
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5/root.layer_with_weights-0.layer_with_weights-11"_tf_keras_layer*Ð	{"name": "block5_conv2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5_conv2", "trainable": true, "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": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 45}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 46}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5_conv1", 0, 0, {}]]], "shared_object_id": 47, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 512}}, "shared_object_id": 706}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 512]}}2
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6/root.layer_with_weights-0.layer_with_weights-12"_tf_keras_layer*Ð	{"name": "block5_conv3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5_conv3", "trainable": true, "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": "relu", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 48}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 49}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5_conv2", 0, 0, {}]]], "shared_object_id": 50, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 512}}, "shared_object_id": 707}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 512]}}2
ð7"root.layer_with_weights-0.layer-18"_tf_keras_layer*°{"name": "block5_pool", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "MaxPooling2D", "config": {"name": "block5_pool", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["block5_conv3", 0, 0, {}]]], "shared_object_id": 51, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 708}}2
Ÿ?!root.layer_with_weights-1.layer-0"_tf_keras_input_layer*Ú{"class_name": "InputLayer", "name": "input_2", "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_2"}}2
Á@!root.layer_with_weights-1.layer-1"_tf_keras_layer*‚{"name": "rescaling", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Rescaling", "config": {"name": "rescaling", "trainable": false, "dtype": "float32", "scale": 0.00392156862745098, "offset": 0.0}, "inbound_nodes": [[["input_2", 0, 0, {}]]], "shared_object_id": 54}2
ÓA.root.layer_with_weights-1.layer_with_weights-0"_tf_keras_layer*‡{"name": "normalization", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "class_name": "Normalization", "config": {"name": "normalization", "trainable": false, "dtype": "float32", "axis": {"class_name": "__tuple__", "items": [3]}, "mean": null, "variance": null}, "inbound_nodes": [[["rescaling", 0, 0, {}]]], "shared_object_id": 55, "build_input_shape": {"class_name": "TensorShape", "items": [null, 224, 224, 3]}}2
’B!root.layer_with_weights-1.layer-3"_tf_keras_layer*Ó{"name": "tf.math.truediv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "class_name": "TFOpLambda", "config": {"name": "tf.math.truediv", "trainable": false, "dtype": "float32", "function": "math.truediv"}, "inbound_nodes": [["normalization", 0, 0, {"y": [0.47853943705558777, 0.47328639030456543, 0.47434163093566895], "name": null}]], "shared_object_id": 56}2
€C!root.layer_with_weights-1.layer-4"_tf_keras_layer*Á{"name": "stem_conv_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": "stem_conv_pad", "trainable": false, "dtype": "float32", "padding": {"class_name": "__tuple__", "items": [{"class_name": "__tuple__", "items": [0, 1]}, {"class_name": "__tuple__", "items": [0, 1]}]}, "data_format": "channels_last"}, "inbound_nodes": [[["tf.math.truediv", 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": {}}, "shared_object_id": 709}}2
á
D.root.layer_with_weights-1.layer_with_weights-1"_tf_keras_layer*•
{"name": "stem_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": "stem_conv", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "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": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 58}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 59}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["stem_conv_pad", 0, 0, {}]]], "shared_object_id": 60, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 3}}, "shared_object_id": 710}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 225, 225, 3]}}2
¿	E.root.layer_with_weights-1.layer_with_weights-2"_tf_keras_layer*ó{"name": "stem_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": "stem_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 61}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 62}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 63}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 64}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["stem_conv", 0, 0, {}]]], "shared_object_id": 65, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 32}}, "shared_object_id": 711}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 32]}}2
¸F!root.layer_with_weights-1.layer-7"_tf_keras_layer*ù{"name": "stem_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "stem_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["stem_bn", 0, 0, {}]]], "shared_object_id": 66}2
ˆG.root.layer_with_weights-1.layer_with_weights-3"_tf_keras_layer*¼
{"name": "block1a_dwconv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block1a_dwconv", "trainable": false, "dtype": "float32", "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": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 68}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 69}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["stem_activation", 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": 32}}, "shared_object_id": 712}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 32]}}2
Ê	H.root.layer_with_weights-1.layer_with_weights-4"_tf_keras_layer*þ{"name": "block1a_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": "block1a_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "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": [[["block1a_dwconv", 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": 32}}, "shared_object_id": 713}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 32]}}2
ÂI"root.layer_with_weights-1.layer-10"_tf_keras_layer*‚{"name": "block1a_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block1a_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block1a_bn", 0, 0, {}]]], "shared_object_id": 76}2
›J"root.layer_with_weights-1.layer-11"_tf_keras_layer*Û{"name": "block1a_se_squeeze", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block1a_se_squeeze", "trainable": false, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block1a_activation", 0, 0, {}]]], "shared_object_id": 77, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 714}}2
òK"root.layer_with_weights-1.layer-12"_tf_keras_layer*²{"name": "block1a_se_reshape", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block1a_se_reshape", "trainable": false, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 32]}}, "inbound_nodes": [[["block1a_se_squeeze", 0, 0, {}]]], "shared_object_id": 78}2
ð
L.root.layer_with_weights-1.layer_with_weights-5"_tf_keras_layer*¤
{"name": "block1a_se_reduce", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block1a_se_reduce", "trainable": false, "dtype": "float32", "filters": 8, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 79}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 80}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block1a_se_reshape", 0, 0, {}]]], "shared_object_id": 81, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 32}}, "shared_object_id": 715}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 32]}}2
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M.root.layer_with_weights-1.layer_with_weights-6"_tf_keras_layer*¤
{"name": "block1a_se_expand", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block1a_se_expand", "trainable": false, "dtype": "float32", "filters": 32, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 82}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 83}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block1a_se_reduce", 0, 0, {}]]], "shared_object_id": 84, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 8}}, "shared_object_id": 716}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 8]}}2
ßN"root.layer_with_weights-1.layer-15"_tf_keras_layer*Ÿ{"name": "block1a_se_excite", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block1a_se_excite", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block1a_activation", 0, 0, {}], ["block1a_se_expand", 0, 0, {}]]], "shared_object_id": 85, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 112, 112, 32]}, {"class_name": "TensorShape", "items": [null, 1, 1, 32]}]}2
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O.root.layer_with_weights-1.layer_with_weights-7"_tf_keras_layer*°
{"name": "block1a_project_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": "block1a_project_conv", "trainable": false, "dtype": "float32", "filters": 16, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 86}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 87}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block1a_se_excite", 0, 0, {}]]], "shared_object_id": 88, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 32}}, "shared_object_id": 717}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 32]}}2
à	P.root.layer_with_weights-1.layer_with_weights-8"_tf_keras_layer*”	{"name": "block1a_project_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": "block1a_project_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 89}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 90}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 91}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 92}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block1a_project_conv", 0, 0, {}]]], "shared_object_id": 93, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 16}}, "shared_object_id": 718}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 16]}}2
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Q.root.layer_with_weights-1.layer_with_weights-9"_tf_keras_layer*¯
{"name": "block2a_expand_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": "block2a_expand_conv", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 94}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 95}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block1a_project_bn", 0, 0, {}]]], "shared_object_id": 96, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 16}}, "shared_object_id": 719}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 16]}}2
à	R/root.layer_with_weights-1.layer_with_weights-10"_tf_keras_layer*“	{"name": "block2a_expand_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": "block2a_expand_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 97}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 98}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 99}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 100}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block2a_expand_conv", 0, 0, {}]]], "shared_object_id": 101, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 96}}, "shared_object_id": 720}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 112, 112, 96]}}2
ØS"root.layer_with_weights-1.layer-20"_tf_keras_layer*˜{"name": "block2a_expand_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block2a_expand_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block2a_expand_bn", 0, 0, {}]]], "shared_object_id": 102}2
–T"root.layer_with_weights-1.layer-21"_tf_keras_layer*Ö{"name": "block2a_dwconv_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": "block2a_dwconv_pad", "trainable": false, "dtype": "float32", "padding": {"class_name": "__tuple__", "items": [{"class_name": "__tuple__", "items": [0, 1]}, {"class_name": "__tuple__", "items": [0, 1]}]}, "data_format": "channels_last"}, "inbound_nodes": [[["block2a_expand_activation", 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": {}}, "shared_object_id": 721}}2
�U/root.layer_with_weights-1.layer_with_weights-11"_tf_keras_layer*Ã
{"name": "block2a_dwconv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block2a_dwconv", "trainable": false, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "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": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 105}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 106}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block2a_dwconv_pad", 0, 0, {}]]], "shared_object_id": 107, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 96}}, "shared_object_id": 722}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 113, 113, 96]}}2
Î	V/root.layer_with_weights-1.layer_with_weights-12"_tf_keras_layer*�	{"name": "block2a_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": "block2a_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 108}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 109}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 110}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 111}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block2a_dwconv", 0, 0, {}]]], "shared_object_id": 112, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 96}}, "shared_object_id": 723}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 96]}}2
ÃW"root.layer_with_weights-1.layer-24"_tf_keras_layer*ƒ{"name": "block2a_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block2a_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block2a_bn", 0, 0, {}]]], "shared_object_id": 113}2
œX"root.layer_with_weights-1.layer-25"_tf_keras_layer*Ü{"name": "block2a_se_squeeze", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block2a_se_squeeze", "trainable": false, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block2a_activation", 0, 0, {}]]], "shared_object_id": 114, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 724}}2
óY"root.layer_with_weights-1.layer-26"_tf_keras_layer*³{"name": "block2a_se_reshape", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block2a_se_reshape", "trainable": false, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 96]}}, "inbound_nodes": [[["block2a_se_squeeze", 0, 0, {}]]], "shared_object_id": 115}2
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Z/root.layer_with_weights-1.layer_with_weights-13"_tf_keras_layer*§
{"name": "block2a_se_reduce", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block2a_se_reduce", "trainable": false, "dtype": "float32", "filters": 4, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 116}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 117}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block2a_se_reshape", 0, 0, {}]]], "shared_object_id": 118, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 96}}, "shared_object_id": 725}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 96]}}2
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[/root.layer_with_weights-1.layer_with_weights-14"_tf_keras_layer*§
{"name": "block2a_se_expand", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block2a_se_expand", "trainable": false, "dtype": "float32", "filters": 96, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 119}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 120}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block2a_se_reduce", 0, 0, {}]]], "shared_object_id": 121, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 4}}, "shared_object_id": 726}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 4]}}2
Þ\"root.layer_with_weights-1.layer-29"_tf_keras_layer*ž{"name": "block2a_se_excite", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block2a_se_excite", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block2a_activation", 0, 0, {}], ["block2a_se_expand", 0, 0, {}]]], "shared_object_id": 122, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 56, 56, 96]}, {"class_name": "TensorShape", "items": [null, 1, 1, 96]}]}2
þ
]/root.layer_with_weights-1.layer_with_weights-15"_tf_keras_layer*±
{"name": "block2a_project_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": "block2a_project_conv", "trainable": false, "dtype": "float32", "filters": 24, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 123}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 124}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block2a_se_excite", 0, 0, {}]]], "shared_object_id": 125, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 96}}, "shared_object_id": 727}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 96]}}2
ä	^/root.layer_with_weights-1.layer_with_weights-16"_tf_keras_layer*—	{"name": "block2a_project_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": "block2a_project_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 126}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 127}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 128}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 129}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block2a_project_conv", 0, 0, {}]]], "shared_object_id": 130, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 24}}, "shared_object_id": 728}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 24]}}2
þ
_/root.layer_with_weights-1.layer_with_weights-17"_tf_keras_layer*±
{"name": "block2b_expand_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": "block2b_expand_conv", "trainable": false, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 131}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 132}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block2a_project_bn", 0, 0, {}]]], "shared_object_id": 133, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 24}}, "shared_object_id": 729}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 24]}}2
ã	`/root.layer_with_weights-1.layer_with_weights-18"_tf_keras_layer*–	{"name": "block2b_expand_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": "block2b_expand_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 134}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 135}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 136}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 137}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block2b_expand_conv", 0, 0, {}]]], "shared_object_id": 138, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 144}}, "shared_object_id": 730}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 144]}}2
Øa"root.layer_with_weights-1.layer-34"_tf_keras_layer*˜{"name": "block2b_expand_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block2b_expand_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block2b_expand_bn", 0, 0, {}]]], "shared_object_id": 139}2
–b/root.layer_with_weights-1.layer_with_weights-19"_tf_keras_layer*É
{"name": "block2b_dwconv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block2b_dwconv", "trainable": false, "dtype": "float32", "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": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 141}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 142}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block2b_expand_activation", 0, 0, {}]]], "shared_object_id": 143, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 144}}, "shared_object_id": 731}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 144]}}2
Ð	c/root.layer_with_weights-1.layer_with_weights-20"_tf_keras_layer*ƒ	{"name": "block2b_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": "block2b_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 144}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 145}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 146}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 147}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block2b_dwconv", 0, 0, {}]]], "shared_object_id": 148, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 144}}, "shared_object_id": 732}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 144]}}2
Ãd"root.layer_with_weights-1.layer-37"_tf_keras_layer*ƒ{"name": "block2b_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block2b_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block2b_bn", 0, 0, {}]]], "shared_object_id": 149}2
œe"root.layer_with_weights-1.layer-38"_tf_keras_layer*Ü{"name": "block2b_se_squeeze", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block2b_se_squeeze", "trainable": false, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block2b_activation", 0, 0, {}]]], "shared_object_id": 150, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 733}}2
ôf"root.layer_with_weights-1.layer-39"_tf_keras_layer*´{"name": "block2b_se_reshape", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block2b_se_reshape", "trainable": false, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 144]}}, "inbound_nodes": [[["block2b_se_squeeze", 0, 0, {}]]], "shared_object_id": 151}2
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g/root.layer_with_weights-1.layer_with_weights-21"_tf_keras_layer*©
{"name": "block2b_se_reduce", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block2b_se_reduce", "trainable": false, "dtype": "float32", "filters": 6, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 152}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 153}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block2b_se_reshape", 0, 0, {}]]], "shared_object_id": 154, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 144}}, "shared_object_id": 734}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 144]}}2
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h/root.layer_with_weights-1.layer_with_weights-22"_tf_keras_layer*¨
{"name": "block2b_se_expand", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block2b_se_expand", "trainable": false, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 155}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 156}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block2b_se_reduce", 0, 0, {}]]], "shared_object_id": 157, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 6}}, "shared_object_id": 735}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 6]}}2
ài"root.layer_with_weights-1.layer-42"_tf_keras_layer* {"name": "block2b_se_excite", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block2b_se_excite", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block2b_activation", 0, 0, {}], ["block2b_se_expand", 0, 0, {}]]], "shared_object_id": 158, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 56, 56, 144]}, {"class_name": "TensorShape", "items": [null, 1, 1, 144]}]}2
€j/root.layer_with_weights-1.layer_with_weights-23"_tf_keras_layer*³
{"name": "block2b_project_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": "block2b_project_conv", "trainable": false, "dtype": "float32", "filters": 24, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 159}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 160}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block2b_se_excite", 0, 0, {}]]], "shared_object_id": 161, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 144}}, "shared_object_id": 736}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 144]}}2
ä	k/root.layer_with_weights-1.layer_with_weights-24"_tf_keras_layer*—	{"name": "block2b_project_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": "block2b_project_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 162}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 163}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 164}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 165}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block2b_project_conv", 0, 0, {}]]], "shared_object_id": 166, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 24}}, "shared_object_id": 737}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 24]}}2
Øl"root.layer_with_weights-1.layer-45"_tf_keras_layer*˜{"name": "block2b_drop", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dropout", "config": {"name": "block2b_drop", "trainable": false, "dtype": "float32", "rate": 0.025, "noise_shape": {"class_name": "__tuple__", "items": [null, 1, 1, 1]}, "seed": null}, "inbound_nodes": [[["block2b_project_bn", 0, 0, {}]]], "shared_object_id": 167, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 24]}}2
Êm"root.layer_with_weights-1.layer-46"_tf_keras_layer*Š{"name": "block2b_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": "block2b_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block2b_drop", 0, 0, {}], ["block2a_project_bn", 0, 0, {}]]], "shared_object_id": 168, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 56, 56, 24]}, {"class_name": "TensorShape", "items": [null, 56, 56, 24]}]}2
÷
n/root.layer_with_weights-1.layer_with_weights-25"_tf_keras_layer*ª
{"name": "block3a_expand_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": "block3a_expand_conv", "trainable": false, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 169}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 170}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block2b_add", 0, 0, {}]]], "shared_object_id": 171, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 24}}, "shared_object_id": 738}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 24]}}2
ã	o/root.layer_with_weights-1.layer_with_weights-26"_tf_keras_layer*–	{"name": "block3a_expand_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": "block3a_expand_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 172}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 173}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 174}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 175}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block3a_expand_conv", 0, 0, {}]]], "shared_object_id": 176, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 144}}, "shared_object_id": 739}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 56, 56, 144]}}2
Øp"root.layer_with_weights-1.layer-49"_tf_keras_layer*˜{"name": "block3a_expand_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block3a_expand_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block3a_expand_bn", 0, 0, {}]]], "shared_object_id": 177}2
–q"root.layer_with_weights-1.layer-50"_tf_keras_layer*Ö{"name": "block3a_dwconv_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": "block3a_dwconv_pad", "trainable": false, "dtype": "float32", "padding": {"class_name": "__tuple__", "items": [{"class_name": "__tuple__", "items": [1, 2]}, {"class_name": "__tuple__", "items": [1, 2]}]}, "data_format": "channels_last"}, "inbound_nodes": [[["block3a_expand_activation", 0, 0, {}]]], "shared_object_id": 178, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 740}}2
�r/root.layer_with_weights-1.layer_with_weights-27"_tf_keras_layer*Ã
{"name": "block3a_dwconv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block3a_dwconv", "trainable": false, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "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": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 180}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 181}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block3a_dwconv_pad", 0, 0, {}]]], "shared_object_id": 182, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 144}}, "shared_object_id": 741}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 59, 59, 144]}}2
Ð	s/root.layer_with_weights-1.layer_with_weights-28"_tf_keras_layer*ƒ	{"name": "block3a_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": "block3a_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 183}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 184}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 185}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 186}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block3a_dwconv", 0, 0, {}]]], "shared_object_id": 187, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 144}}, "shared_object_id": 742}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 144]}}2
Ãt"root.layer_with_weights-1.layer-53"_tf_keras_layer*ƒ{"name": "block3a_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block3a_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block3a_bn", 0, 0, {}]]], "shared_object_id": 188}2
œu"root.layer_with_weights-1.layer-54"_tf_keras_layer*Ü{"name": "block3a_se_squeeze", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block3a_se_squeeze", "trainable": false, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block3a_activation", 0, 0, {}]]], "shared_object_id": 189, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 743}}2
ôv"root.layer_with_weights-1.layer-55"_tf_keras_layer*´{"name": "block3a_se_reshape", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block3a_se_reshape", "trainable": false, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 144]}}, "inbound_nodes": [[["block3a_se_squeeze", 0, 0, {}]]], "shared_object_id": 190}2
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w/root.layer_with_weights-1.layer_with_weights-29"_tf_keras_layer*©
{"name": "block3a_se_reduce", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block3a_se_reduce", "trainable": false, "dtype": "float32", "filters": 6, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 191}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 192}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block3a_se_reshape", 0, 0, {}]]], "shared_object_id": 193, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 144}}, "shared_object_id": 744}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 144]}}2
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x/root.layer_with_weights-1.layer_with_weights-30"_tf_keras_layer*¨
{"name": "block3a_se_expand", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block3a_se_expand", "trainable": false, "dtype": "float32", "filters": 144, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 194}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 195}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block3a_se_reduce", 0, 0, {}]]], "shared_object_id": 196, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 6}}, "shared_object_id": 745}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 6]}}2
ày"root.layer_with_weights-1.layer-58"_tf_keras_layer* {"name": "block3a_se_excite", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block3a_se_excite", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block3a_activation", 0, 0, {}], ["block3a_se_expand", 0, 0, {}]]], "shared_object_id": 197, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 28, 28, 144]}, {"class_name": "TensorShape", "items": [null, 1, 1, 144]}]}2
€z/root.layer_with_weights-1.layer_with_weights-31"_tf_keras_layer*³
{"name": "block3a_project_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": "block3a_project_conv", "trainable": false, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "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": [[["block3a_se_excite", 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": 144}}, "shared_object_id": 746}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 144]}}2
ä	{/root.layer_with_weights-1.layer_with_weights-32"_tf_keras_layer*—	{"name": "block3a_project_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": "block3a_project_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 201}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 202}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 203}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 204}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block3a_project_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": 40}}, "shared_object_id": 747}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 40]}}2
þ
|/root.layer_with_weights-1.layer_with_weights-33"_tf_keras_layer*±
{"name": "block3b_expand_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": "block3b_expand_conv", "trainable": false, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 206}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 207}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block3a_project_bn", 0, 0, {}]]], "shared_object_id": 208, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 40}}, "shared_object_id": 748}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 40]}}2
ã	}/root.layer_with_weights-1.layer_with_weights-34"_tf_keras_layer*–	{"name": "block3b_expand_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": "block3b_expand_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 209}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 210}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 211}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 212}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block3b_expand_conv", 0, 0, {}]]], "shared_object_id": 213, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 240}}, "shared_object_id": 749}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 240]}}2
Ø~"root.layer_with_weights-1.layer-63"_tf_keras_layer*˜{"name": "block3b_expand_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block3b_expand_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block3b_expand_bn", 0, 0, {}]]], "shared_object_id": 214}2
–/root.layer_with_weights-1.layer_with_weights-35"_tf_keras_layer*É
{"name": "block3b_dwconv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block3b_dwconv", "trainable": false, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "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": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 216}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 217}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block3b_expand_activation", 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": 240}}, "shared_object_id": 750}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 240]}}2
Ñ	€/root.layer_with_weights-1.layer_with_weights-36"_tf_keras_layer*ƒ	{"name": "block3b_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": "block3b_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "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": [[["block3b_dwconv", 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": 240}}, "shared_object_id": 751}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 240]}}2
Ä�"root.layer_with_weights-1.layer-66"_tf_keras_layer*ƒ{"name": "block3b_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block3b_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block3b_bn", 0, 0, {}]]], "shared_object_id": 224}2
�‚"root.layer_with_weights-1.layer-67"_tf_keras_layer*Ü{"name": "block3b_se_squeeze", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block3b_se_squeeze", "trainable": false, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block3b_activation", 0, 0, {}]]], "shared_object_id": 225, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 752}}2
õƒ"root.layer_with_weights-1.layer-68"_tf_keras_layer*´{"name": "block3b_se_reshape", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block3b_se_reshape", "trainable": false, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 240]}}, "inbound_nodes": [[["block3b_se_squeeze", 0, 0, {}]]], "shared_object_id": 226}2
ø
„/root.layer_with_weights-1.layer_with_weights-37"_tf_keras_layer*ª
{"name": "block3b_se_reduce", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block3b_se_reduce", "trainable": false, "dtype": "float32", "filters": 10, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 227}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 228}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block3b_se_reshape", 0, 0, {}]]], "shared_object_id": 229, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 240}}, "shared_object_id": 753}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 240]}}2
ø
…/root.layer_with_weights-1.layer_with_weights-38"_tf_keras_layer*ª
{"name": "block3b_se_expand", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block3b_se_expand", "trainable": false, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 230}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 231}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block3b_se_reduce", 0, 0, {}]]], "shared_object_id": 232, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 10}}, "shared_object_id": 754}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 10]}}2
á†"root.layer_with_weights-1.layer-71"_tf_keras_layer* {"name": "block3b_se_excite", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block3b_se_excite", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block3b_activation", 0, 0, {}], ["block3b_se_expand", 0, 0, {}]]], "shared_object_id": 233, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 28, 28, 240]}, {"class_name": "TensorShape", "items": [null, 1, 1, 240]}]}2
�‡/root.layer_with_weights-1.layer_with_weights-39"_tf_keras_layer*³
{"name": "block3b_project_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": "block3b_project_conv", "trainable": false, "dtype": "float32", "filters": 40, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 234}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 235}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block3b_se_excite", 0, 0, {}]]], "shared_object_id": 236, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 240}}, "shared_object_id": 755}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 240]}}2
å	ˆ/root.layer_with_weights-1.layer_with_weights-40"_tf_keras_layer*—	{"name": "block3b_project_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": "block3b_project_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 237}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 238}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 239}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 240}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block3b_project_conv", 0, 0, {}]]], "shared_object_id": 241, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 40}}, "shared_object_id": 756}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 40]}}2
Ø‰"root.layer_with_weights-1.layer-74"_tf_keras_layer*—{"name": "block3b_drop", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dropout", "config": {"name": "block3b_drop", "trainable": false, "dtype": "float32", "rate": 0.05, "noise_shape": {"class_name": "__tuple__", "items": [null, 1, 1, 1]}, "seed": null}, "inbound_nodes": [[["block3b_project_bn", 0, 0, {}]]], "shared_object_id": 242, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 40]}}2
ËŠ"root.layer_with_weights-1.layer-75"_tf_keras_layer*Š{"name": "block3b_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": "block3b_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block3b_drop", 0, 0, {}], ["block3a_project_bn", 0, 0, {}]]], "shared_object_id": 243, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 28, 28, 40]}, {"class_name": "TensorShape", "items": [null, 28, 28, 40]}]}2
ø
‹/root.layer_with_weights-1.layer_with_weights-41"_tf_keras_layer*ª
{"name": "block4a_expand_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": "block4a_expand_conv", "trainable": false, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "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": [[["block3b_add", 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": 40}}, "shared_object_id": 757}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 40]}}2
ä	Œ/root.layer_with_weights-1.layer_with_weights-42"_tf_keras_layer*–	{"name": "block4a_expand_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": "block4a_expand_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 247}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 248}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 249}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 250}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block4a_expand_conv", 0, 0, {}]]], "shared_object_id": 251, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 240}}, "shared_object_id": 758}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 28, 28, 240]}}2
Ù�"root.layer_with_weights-1.layer-78"_tf_keras_layer*˜{"name": "block4a_expand_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block4a_expand_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block4a_expand_bn", 0, 0, {}]]], "shared_object_id": 252}2
—Ž"root.layer_with_weights-1.layer-79"_tf_keras_layer*Ö{"name": "block4a_dwconv_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": "block4a_dwconv_pad", "trainable": false, "dtype": "float32", "padding": {"class_name": "__tuple__", "items": [{"class_name": "__tuple__", "items": [0, 1]}, {"class_name": "__tuple__", "items": [0, 1]}]}, "data_format": "channels_last"}, "inbound_nodes": [[["block4a_expand_activation", 0, 0, {}]]], "shared_object_id": 253, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 759}}2
‘�/root.layer_with_weights-1.layer_with_weights-43"_tf_keras_layer*Ã
{"name": "block4a_dwconv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block4a_dwconv", "trainable": false, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "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": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 255}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 256}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block4a_dwconv_pad", 0, 0, {}]]], "shared_object_id": 257, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 240}}, "shared_object_id": 760}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 29, 29, 240]}}2
Ñ	�/root.layer_with_weights-1.layer_with_weights-44"_tf_keras_layer*ƒ	{"name": "block4a_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": "block4a_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 258}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 259}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 260}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 261}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block4a_dwconv", 0, 0, {}]]], "shared_object_id": 262, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 240}}, "shared_object_id": 761}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 240]}}2
Ä‘"root.layer_with_weights-1.layer-82"_tf_keras_layer*ƒ{"name": "block4a_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block4a_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block4a_bn", 0, 0, {}]]], "shared_object_id": 263}2
�’"root.layer_with_weights-1.layer-83"_tf_keras_layer*Ü{"name": "block4a_se_squeeze", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block4a_se_squeeze", "trainable": false, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block4a_activation", 0, 0, {}]]], "shared_object_id": 264, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 762}}2
õ“"root.layer_with_weights-1.layer-84"_tf_keras_layer*´{"name": "block4a_se_reshape", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block4a_se_reshape", "trainable": false, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 240]}}, "inbound_nodes": [[["block4a_se_squeeze", 0, 0, {}]]], "shared_object_id": 265}2
ø
”/root.layer_with_weights-1.layer_with_weights-45"_tf_keras_layer*ª
{"name": "block4a_se_reduce", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block4a_se_reduce", "trainable": false, "dtype": "float32", "filters": 10, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 266}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 267}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4a_se_reshape", 0, 0, {}]]], "shared_object_id": 268, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 240}}, "shared_object_id": 763}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 240]}}2
ø
•/root.layer_with_weights-1.layer_with_weights-46"_tf_keras_layer*ª
{"name": "block4a_se_expand", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block4a_se_expand", "trainable": false, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 269}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 270}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4a_se_reduce", 0, 0, {}]]], "shared_object_id": 271, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 10}}, "shared_object_id": 764}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 10]}}2
á–"root.layer_with_weights-1.layer-87"_tf_keras_layer* {"name": "block4a_se_excite", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block4a_se_excite", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block4a_activation", 0, 0, {}], ["block4a_se_expand", 0, 0, {}]]], "shared_object_id": 272, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 14, 14, 240]}, {"class_name": "TensorShape", "items": [null, 1, 1, 240]}]}2
�—/root.layer_with_weights-1.layer_with_weights-47"_tf_keras_layer*³
{"name": "block4a_project_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": "block4a_project_conv", "trainable": false, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 273}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 274}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4a_se_excite", 0, 0, {}]]], "shared_object_id": 275, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 240}}, "shared_object_id": 765}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 240]}}2
å	˜/root.layer_with_weights-1.layer_with_weights-48"_tf_keras_layer*—	{"name": "block4a_project_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": "block4a_project_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 276}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 277}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 278}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 279}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block4a_project_conv", 0, 0, {}]]], "shared_object_id": 280, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 80}}, "shared_object_id": 766}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 80]}}2
ÿ
™/root.layer_with_weights-1.layer_with_weights-49"_tf_keras_layer*±
{"name": "block4b_expand_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": "block4b_expand_conv", "trainable": false, "dtype": "float32", "filters": 480, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 281}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 282}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4a_project_bn", 0, 0, {}]]], "shared_object_id": 283, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 80}}, "shared_object_id": 767}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 80]}}2
ä	š/root.layer_with_weights-1.layer_with_weights-50"_tf_keras_layer*–	{"name": "block4b_expand_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": "block4b_expand_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 284}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 285}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 286}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 287}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block4b_expand_conv", 0, 0, {}]]], "shared_object_id": 288, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 480}}, "shared_object_id": 768}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 480]}}2
Ù›"root.layer_with_weights-1.layer-92"_tf_keras_layer*˜{"name": "block4b_expand_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block4b_expand_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block4b_expand_bn", 0, 0, {}]]], "shared_object_id": 289}2
—œ/root.layer_with_weights-1.layer_with_weights-51"_tf_keras_layer*É
{"name": "block4b_dwconv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block4b_dwconv", "trainable": false, "dtype": "float32", "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": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 291}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 292}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block4b_expand_activation", 0, 0, {}]]], "shared_object_id": 293, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 480}}, "shared_object_id": 769}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 480]}}2
Ñ	�/root.layer_with_weights-1.layer_with_weights-52"_tf_keras_layer*ƒ	{"name": "block4b_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": "block4b_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 294}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 295}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 296}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 297}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block4b_dwconv", 0, 0, {}]]], "shared_object_id": 298, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 480}}, "shared_object_id": 770}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 480]}}2
Äž"root.layer_with_weights-1.layer-95"_tf_keras_layer*ƒ{"name": "block4b_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block4b_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block4b_bn", 0, 0, {}]]], "shared_object_id": 299}2
�Ÿ"root.layer_with_weights-1.layer-96"_tf_keras_layer*Ü{"name": "block4b_se_squeeze", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block4b_se_squeeze", "trainable": false, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block4b_activation", 0, 0, {}]]], "shared_object_id": 300, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 771}}2
õ "root.layer_with_weights-1.layer-97"_tf_keras_layer*´{"name": "block4b_se_reshape", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block4b_se_reshape", "trainable": false, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 480]}}, "inbound_nodes": [[["block4b_se_squeeze", 0, 0, {}]]], "shared_object_id": 301}2
ø
¡/root.layer_with_weights-1.layer_with_weights-53"_tf_keras_layer*ª
{"name": "block4b_se_reduce", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block4b_se_reduce", "trainable": false, "dtype": "float32", "filters": 20, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 302}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 303}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4b_se_reshape", 0, 0, {}]]], "shared_object_id": 304, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 480}}, "shared_object_id": 772}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 480]}}2
ø
¢/root.layer_with_weights-1.layer_with_weights-54"_tf_keras_layer*ª
{"name": "block4b_se_expand", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block4b_se_expand", "trainable": false, "dtype": "float32", "filters": 480, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 305}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 306}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4b_se_reduce", 0, 0, {}]]], "shared_object_id": 307, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 20}}, "shared_object_id": 773}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 20]}}2
â£#root.layer_with_weights-1.layer-100"_tf_keras_layer* {"name": "block4b_se_excite", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block4b_se_excite", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block4b_activation", 0, 0, {}], ["block4b_se_expand", 0, 0, {}]]], "shared_object_id": 308, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 14, 14, 480]}, {"class_name": "TensorShape", "items": [null, 1, 1, 480]}]}2
�¤/root.layer_with_weights-1.layer_with_weights-55"_tf_keras_layer*³
{"name": "block4b_project_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": "block4b_project_conv", "trainable": false, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 309}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 310}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4b_se_excite", 0, 0, {}]]], "shared_object_id": 311, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 480}}, "shared_object_id": 774}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 480]}}2
å	¥/root.layer_with_weights-1.layer_with_weights-56"_tf_keras_layer*—	{"name": "block4b_project_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": "block4b_project_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 312}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 313}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 314}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 315}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block4b_project_conv", 0, 0, {}]]], "shared_object_id": 316, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 80}}, "shared_object_id": 775}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 80]}}2
è¦#root.layer_with_weights-1.layer-103"_tf_keras_layer*¦{"name": "block4b_drop", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dropout", "config": {"name": "block4b_drop", "trainable": false, "dtype": "float32", "rate": 0.07500000000000001, "noise_shape": {"class_name": "__tuple__", "items": [null, 1, 1, 1]}, "seed": null}, "inbound_nodes": [[["block4b_project_bn", 0, 0, {}]]], "shared_object_id": 317, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 80]}}2
Ì§#root.layer_with_weights-1.layer-104"_tf_keras_layer*Š{"name": "block4b_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": "block4b_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block4b_drop", 0, 0, {}], ["block4a_project_bn", 0, 0, {}]]], "shared_object_id": 318, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 14, 14, 80]}, {"class_name": "TensorShape", "items": [null, 14, 14, 80]}]}2
ø
¨/root.layer_with_weights-1.layer_with_weights-57"_tf_keras_layer*ª
{"name": "block4c_expand_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": "block4c_expand_conv", "trainable": false, "dtype": "float32", "filters": 480, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 319}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 320}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4b_add", 0, 0, {}]]], "shared_object_id": 321, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 80}}, "shared_object_id": 776}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 80]}}2
ä	©/root.layer_with_weights-1.layer_with_weights-58"_tf_keras_layer*–	{"name": "block4c_expand_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": "block4c_expand_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 322}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 323}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 324}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 325}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block4c_expand_conv", 0, 0, {}]]], "shared_object_id": 326, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 480}}, "shared_object_id": 777}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 480]}}2
Úª#root.layer_with_weights-1.layer-107"_tf_keras_layer*˜{"name": "block4c_expand_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block4c_expand_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block4c_expand_bn", 0, 0, {}]]], "shared_object_id": 327}2
—«/root.layer_with_weights-1.layer_with_weights-59"_tf_keras_layer*É
{"name": "block4c_dwconv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block4c_dwconv", "trainable": false, "dtype": "float32", "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": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 329}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 330}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block4c_expand_activation", 0, 0, {}]]], "shared_object_id": 331, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 480}}, "shared_object_id": 778}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 480]}}2
Ñ	¬/root.layer_with_weights-1.layer_with_weights-60"_tf_keras_layer*ƒ	{"name": "block4c_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": "block4c_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 332}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 333}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 334}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 335}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block4c_dwconv", 0, 0, {}]]], "shared_object_id": 336, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 480}}, "shared_object_id": 779}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 480]}}2
Å­#root.layer_with_weights-1.layer-110"_tf_keras_layer*ƒ{"name": "block4c_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block4c_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block4c_bn", 0, 0, {}]]], "shared_object_id": 337}2
ž®#root.layer_with_weights-1.layer-111"_tf_keras_layer*Ü{"name": "block4c_se_squeeze", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block4c_se_squeeze", "trainable": false, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block4c_activation", 0, 0, {}]]], "shared_object_id": 338, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 780}}2
ö¯#root.layer_with_weights-1.layer-112"_tf_keras_layer*´{"name": "block4c_se_reshape", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block4c_se_reshape", "trainable": false, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 480]}}, "inbound_nodes": [[["block4c_se_squeeze", 0, 0, {}]]], "shared_object_id": 339}2
ø
°/root.layer_with_weights-1.layer_with_weights-61"_tf_keras_layer*ª
{"name": "block4c_se_reduce", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block4c_se_reduce", "trainable": false, "dtype": "float32", "filters": 20, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 340}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 341}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4c_se_reshape", 0, 0, {}]]], "shared_object_id": 342, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 480}}, "shared_object_id": 781}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 480]}}2
ø
±/root.layer_with_weights-1.layer_with_weights-62"_tf_keras_layer*ª
{"name": "block4c_se_expand", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block4c_se_expand", "trainable": false, "dtype": "float32", "filters": 480, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 343}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 344}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4c_se_reduce", 0, 0, {}]]], "shared_object_id": 345, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 20}}, "shared_object_id": 782}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 20]}}2
â²#root.layer_with_weights-1.layer-115"_tf_keras_layer* {"name": "block4c_se_excite", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block4c_se_excite", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block4c_activation", 0, 0, {}], ["block4c_se_expand", 0, 0, {}]]], "shared_object_id": 346, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 14, 14, 480]}, {"class_name": "TensorShape", "items": [null, 1, 1, 480]}]}2
�³/root.layer_with_weights-1.layer_with_weights-63"_tf_keras_layer*³
{"name": "block4c_project_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": "block4c_project_conv", "trainable": false, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 347}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 348}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4c_se_excite", 0, 0, {}]]], "shared_object_id": 349, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 480}}, "shared_object_id": 783}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 480]}}2
å	´/root.layer_with_weights-1.layer_with_weights-64"_tf_keras_layer*—	{"name": "block4c_project_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": "block4c_project_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 350}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 351}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 352}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 353}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block4c_project_conv", 0, 0, {}]]], "shared_object_id": 354, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 80}}, "shared_object_id": 784}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 80]}}2
èµ#root.layer_with_weights-1.layer-118"_tf_keras_layer*¦{"name": "block4c_drop", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dropout", "config": {"name": "block4c_drop", "trainable": false, "dtype": "float32", "rate": 0.08750000000000001, "noise_shape": {"class_name": "__tuple__", "items": [null, 1, 1, 1]}, "seed": null}, "inbound_nodes": [[["block4c_project_bn", 0, 0, {}]]], "shared_object_id": 355, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 80]}}2
Å¶#root.layer_with_weights-1.layer-119"_tf_keras_layer*ƒ{"name": "block4c_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": "block4c_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block4c_drop", 0, 0, {}], ["block4b_add", 0, 0, {}]]], "shared_object_id": 356, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 14, 14, 80]}, {"class_name": "TensorShape", "items": [null, 14, 14, 80]}]}2
ø
·/root.layer_with_weights-1.layer_with_weights-65"_tf_keras_layer*ª
{"name": "block5a_expand_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": "block5a_expand_conv", "trainable": false, "dtype": "float32", "filters": 480, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 357}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 358}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4c_add", 0, 0, {}]]], "shared_object_id": 359, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 80}}, "shared_object_id": 785}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 80]}}2
ä	¸/root.layer_with_weights-1.layer_with_weights-66"_tf_keras_layer*–	{"name": "block5a_expand_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": "block5a_expand_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 360}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 361}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 362}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 363}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block5a_expand_conv", 0, 0, {}]]], "shared_object_id": 364, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 480}}, "shared_object_id": 786}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 480]}}2
Ú¹#root.layer_with_weights-1.layer-122"_tf_keras_layer*˜{"name": "block5a_expand_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block5a_expand_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block5a_expand_bn", 0, 0, {}]]], "shared_object_id": 365}2
—º/root.layer_with_weights-1.layer_with_weights-67"_tf_keras_layer*É
{"name": "block5a_dwconv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block5a_dwconv", "trainable": false, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "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": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 367}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 368}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block5a_expand_activation", 0, 0, {}]]], "shared_object_id": 369, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 480}}, "shared_object_id": 787}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 480]}}2
Ñ	»/root.layer_with_weights-1.layer_with_weights-68"_tf_keras_layer*ƒ	{"name": "block5a_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": "block5a_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 370}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 371}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 372}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 373}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block5a_dwconv", 0, 0, {}]]], "shared_object_id": 374, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 480}}, "shared_object_id": 788}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 480]}}2
Å¼#root.layer_with_weights-1.layer-125"_tf_keras_layer*ƒ{"name": "block5a_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block5a_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block5a_bn", 0, 0, {}]]], "shared_object_id": 375}2
ž½#root.layer_with_weights-1.layer-126"_tf_keras_layer*Ü{"name": "block5a_se_squeeze", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block5a_se_squeeze", "trainable": false, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block5a_activation", 0, 0, {}]]], "shared_object_id": 376, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 789}}2
ö¾#root.layer_with_weights-1.layer-127"_tf_keras_layer*´{"name": "block5a_se_reshape", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block5a_se_reshape", "trainable": false, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 480]}}, "inbound_nodes": [[["block5a_se_squeeze", 0, 0, {}]]], "shared_object_id": 377}2
ø
¿/root.layer_with_weights-1.layer_with_weights-69"_tf_keras_layer*ª
{"name": "block5a_se_reduce", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5a_se_reduce", "trainable": false, "dtype": "float32", "filters": 20, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 378}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 379}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5a_se_reshape", 0, 0, {}]]], "shared_object_id": 380, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 480}}, "shared_object_id": 790}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 480]}}2
ø
À/root.layer_with_weights-1.layer_with_weights-70"_tf_keras_layer*ª
{"name": "block5a_se_expand", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5a_se_expand", "trainable": false, "dtype": "float32", "filters": 480, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 381}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 382}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5a_se_reduce", 0, 0, {}]]], "shared_object_id": 383, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 20}}, "shared_object_id": 791}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 20]}}2
âÁ#root.layer_with_weights-1.layer-130"_tf_keras_layer* {"name": "block5a_se_excite", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block5a_se_excite", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block5a_activation", 0, 0, {}], ["block5a_se_expand", 0, 0, {}]]], "shared_object_id": 384, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 14, 14, 480]}, {"class_name": "TensorShape", "items": [null, 1, 1, 480]}]}2
‚Â/root.layer_with_weights-1.layer_with_weights-71"_tf_keras_layer*´
{"name": "block5a_project_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": "block5a_project_conv", "trainable": false, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 385}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 386}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5a_se_excite", 0, 0, {}]]], "shared_object_id": 387, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 480}}, "shared_object_id": 792}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 480]}}2
ç	Ã/root.layer_with_weights-1.layer_with_weights-72"_tf_keras_layer*™	{"name": "block5a_project_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": "block5a_project_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 388}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 389}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 390}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 391}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block5a_project_conv", 0, 0, {}]]], "shared_object_id": 392, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 112}}, "shared_object_id": 793}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 112]}}2
�Ä/root.layer_with_weights-1.layer_with_weights-73"_tf_keras_layer*³
{"name": "block5b_expand_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": "block5b_expand_conv", "trainable": false, "dtype": "float32", "filters": 672, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 393}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 394}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5a_project_bn", 0, 0, {}]]], "shared_object_id": 395, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 112}}, "shared_object_id": 794}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 112]}}2
ä	Å/root.layer_with_weights-1.layer_with_weights-74"_tf_keras_layer*–	{"name": "block5b_expand_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": "block5b_expand_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 396}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 397}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 398}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 399}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block5b_expand_conv", 0, 0, {}]]], "shared_object_id": 400, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 672}}, "shared_object_id": 795}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 672]}}2
ÚÆ#root.layer_with_weights-1.layer-135"_tf_keras_layer*˜{"name": "block5b_expand_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block5b_expand_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block5b_expand_bn", 0, 0, {}]]], "shared_object_id": 401}2
—Ç/root.layer_with_weights-1.layer_with_weights-75"_tf_keras_layer*É
{"name": "block5b_dwconv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block5b_dwconv", "trainable": false, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "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": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 403}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 404}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block5b_expand_activation", 0, 0, {}]]], "shared_object_id": 405, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 796}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 672]}}2
Ñ	È/root.layer_with_weights-1.layer_with_weights-76"_tf_keras_layer*ƒ	{"name": "block5b_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": "block5b_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 406}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 407}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 408}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 409}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block5b_dwconv", 0, 0, {}]]], "shared_object_id": 410, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 672}}, "shared_object_id": 797}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 672]}}2
ÅÉ#root.layer_with_weights-1.layer-138"_tf_keras_layer*ƒ{"name": "block5b_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block5b_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block5b_bn", 0, 0, {}]]], "shared_object_id": 411}2
žÊ#root.layer_with_weights-1.layer-139"_tf_keras_layer*Ü{"name": "block5b_se_squeeze", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block5b_se_squeeze", "trainable": false, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block5b_activation", 0, 0, {}]]], "shared_object_id": 412, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 798}}2
öË#root.layer_with_weights-1.layer-140"_tf_keras_layer*´{"name": "block5b_se_reshape", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block5b_se_reshape", "trainable": false, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 672]}}, "inbound_nodes": [[["block5b_se_squeeze", 0, 0, {}]]], "shared_object_id": 413}2
ø
Ì/root.layer_with_weights-1.layer_with_weights-77"_tf_keras_layer*ª
{"name": "block5b_se_reduce", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5b_se_reduce", "trainable": false, "dtype": "float32", "filters": 28, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 414}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 415}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5b_se_reshape", 0, 0, {}]]], "shared_object_id": 416, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 799}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 672]}}2
ø
Í/root.layer_with_weights-1.layer_with_weights-78"_tf_keras_layer*ª
{"name": "block5b_se_expand", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5b_se_expand", "trainable": false, "dtype": "float32", "filters": 672, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 417}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 418}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5b_se_reduce", 0, 0, {}]]], "shared_object_id": 419, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 28}}, "shared_object_id": 800}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 28]}}2
âÎ#root.layer_with_weights-1.layer-143"_tf_keras_layer* {"name": "block5b_se_excite", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block5b_se_excite", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block5b_activation", 0, 0, {}], ["block5b_se_expand", 0, 0, {}]]], "shared_object_id": 420, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 14, 14, 672]}, {"class_name": "TensorShape", "items": [null, 1, 1, 672]}]}2
‚Ï/root.layer_with_weights-1.layer_with_weights-79"_tf_keras_layer*´
{"name": "block5b_project_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": "block5b_project_conv", "trainable": false, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 421}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 422}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5b_se_excite", 0, 0, {}]]], "shared_object_id": 423, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 801}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 672]}}2
ç	Ð/root.layer_with_weights-1.layer_with_weights-80"_tf_keras_layer*™	{"name": "block5b_project_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": "block5b_project_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 424}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 425}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 426}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 427}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block5b_project_conv", 0, 0, {}]]], "shared_object_id": 428, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 112}}, "shared_object_id": 802}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 112]}}2
ÜÑ#root.layer_with_weights-1.layer-146"_tf_keras_layer*š{"name": "block5b_drop", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dropout", "config": {"name": "block5b_drop", "trainable": false, "dtype": "float32", "rate": 0.1125, "noise_shape": {"class_name": "__tuple__", "items": [null, 1, 1, 1]}, "seed": null}, "inbound_nodes": [[["block5b_project_bn", 0, 0, {}]]], "shared_object_id": 429, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 112]}}2
ÎÒ#root.layer_with_weights-1.layer-147"_tf_keras_layer*Œ{"name": "block5b_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": "block5b_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block5b_drop", 0, 0, {}], ["block5a_project_bn", 0, 0, {}]]], "shared_object_id": 430, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 14, 14, 112]}, {"class_name": "TensorShape", "items": [null, 14, 14, 112]}]}2
ú
Ó/root.layer_with_weights-1.layer_with_weights-81"_tf_keras_layer*¬
{"name": "block5c_expand_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": "block5c_expand_conv", "trainable": false, "dtype": "float32", "filters": 672, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 431}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 432}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5b_add", 0, 0, {}]]], "shared_object_id": 433, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 112}}, "shared_object_id": 803}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 112]}}2
ä	Ô/root.layer_with_weights-1.layer_with_weights-82"_tf_keras_layer*–	{"name": "block5c_expand_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": "block5c_expand_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 434}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 435}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 436}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 437}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block5c_expand_conv", 0, 0, {}]]], "shared_object_id": 438, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 672}}, "shared_object_id": 804}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 672]}}2
ÚÕ#root.layer_with_weights-1.layer-150"_tf_keras_layer*˜{"name": "block5c_expand_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block5c_expand_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block5c_expand_bn", 0, 0, {}]]], "shared_object_id": 439}2
—Ö/root.layer_with_weights-1.layer_with_weights-83"_tf_keras_layer*É
{"name": "block5c_dwconv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block5c_dwconv", "trainable": false, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "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": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 441}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 442}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block5c_expand_activation", 0, 0, {}]]], "shared_object_id": 443, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 805}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 672]}}2
Ñ	×/root.layer_with_weights-1.layer_with_weights-84"_tf_keras_layer*ƒ	{"name": "block5c_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": "block5c_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 444}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 445}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 446}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 447}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block5c_dwconv", 0, 0, {}]]], "shared_object_id": 448, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 672}}, "shared_object_id": 806}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 672]}}2
ÅØ#root.layer_with_weights-1.layer-153"_tf_keras_layer*ƒ{"name": "block5c_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block5c_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block5c_bn", 0, 0, {}]]], "shared_object_id": 449}2
žÙ#root.layer_with_weights-1.layer-154"_tf_keras_layer*Ü{"name": "block5c_se_squeeze", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block5c_se_squeeze", "trainable": false, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block5c_activation", 0, 0, {}]]], "shared_object_id": 450, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 807}}2
öÚ#root.layer_with_weights-1.layer-155"_tf_keras_layer*´{"name": "block5c_se_reshape", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block5c_se_reshape", "trainable": false, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 672]}}, "inbound_nodes": [[["block5c_se_squeeze", 0, 0, {}]]], "shared_object_id": 451}2
ø
Û/root.layer_with_weights-1.layer_with_weights-85"_tf_keras_layer*ª
{"name": "block5c_se_reduce", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5c_se_reduce", "trainable": false, "dtype": "float32", "filters": 28, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 452}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 453}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5c_se_reshape", 0, 0, {}]]], "shared_object_id": 454, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 808}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 672]}}2
ø
Ü/root.layer_with_weights-1.layer_with_weights-86"_tf_keras_layer*ª
{"name": "block5c_se_expand", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5c_se_expand", "trainable": false, "dtype": "float32", "filters": 672, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 455}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 456}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5c_se_reduce", 0, 0, {}]]], "shared_object_id": 457, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 28}}, "shared_object_id": 809}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 28]}}2
âÝ#root.layer_with_weights-1.layer-158"_tf_keras_layer* {"name": "block5c_se_excite", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block5c_se_excite", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block5c_activation", 0, 0, {}], ["block5c_se_expand", 0, 0, {}]]], "shared_object_id": 458, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 14, 14, 672]}, {"class_name": "TensorShape", "items": [null, 1, 1, 672]}]}2
‚Þ/root.layer_with_weights-1.layer_with_weights-87"_tf_keras_layer*´
{"name": "block5c_project_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": "block5c_project_conv", "trainable": false, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 459}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 460}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5c_se_excite", 0, 0, {}]]], "shared_object_id": 461, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 810}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 672]}}2
ç	ß/root.layer_with_weights-1.layer_with_weights-88"_tf_keras_layer*™	{"name": "block5c_project_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": "block5c_project_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 462}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 463}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 464}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 465}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block5c_project_conv", 0, 0, {}]]], "shared_object_id": 466, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 112}}, "shared_object_id": 811}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 112]}}2
Ûà#root.layer_with_weights-1.layer-161"_tf_keras_layer*™{"name": "block5c_drop", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dropout", "config": {"name": "block5c_drop", "trainable": false, "dtype": "float32", "rate": 0.125, "noise_shape": {"class_name": "__tuple__", "items": [null, 1, 1, 1]}, "seed": null}, "inbound_nodes": [[["block5c_project_bn", 0, 0, {}]]], "shared_object_id": 467, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 112]}}2
Çá#root.layer_with_weights-1.layer-162"_tf_keras_layer*…{"name": "block5c_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": "block5c_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block5c_drop", 0, 0, {}], ["block5b_add", 0, 0, {}]]], "shared_object_id": 468, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 14, 14, 112]}, {"class_name": "TensorShape", "items": [null, 14, 14, 112]}]}2
ú
â/root.layer_with_weights-1.layer_with_weights-89"_tf_keras_layer*¬
{"name": "block6a_expand_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": "block6a_expand_conv", "trainable": false, "dtype": "float32", "filters": 672, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 469}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 470}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5c_add", 0, 0, {}]]], "shared_object_id": 471, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 112}}, "shared_object_id": 812}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 112]}}2
ä	ã/root.layer_with_weights-1.layer_with_weights-90"_tf_keras_layer*–	{"name": "block6a_expand_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": "block6a_expand_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 472}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 473}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 474}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 475}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6a_expand_conv", 0, 0, {}]]], "shared_object_id": 476, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 672}}, "shared_object_id": 813}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 14, 14, 672]}}2
Úä#root.layer_with_weights-1.layer-165"_tf_keras_layer*˜{"name": "block6a_expand_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block6a_expand_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block6a_expand_bn", 0, 0, {}]]], "shared_object_id": 477}2
˜å#root.layer_with_weights-1.layer-166"_tf_keras_layer*Ö{"name": "block6a_dwconv_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": "block6a_dwconv_pad", "trainable": false, "dtype": "float32", "padding": {"class_name": "__tuple__", "items": [{"class_name": "__tuple__", "items": [1, 2]}, {"class_name": "__tuple__", "items": [1, 2]}]}, "data_format": "channels_last"}, "inbound_nodes": [[["block6a_expand_activation", 0, 0, {}]]], "shared_object_id": 478, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 814}}2
‘æ/root.layer_with_weights-1.layer_with_weights-91"_tf_keras_layer*Ã
{"name": "block6a_dwconv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block6a_dwconv", "trainable": false, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "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": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 480}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 481}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block6a_dwconv_pad", 0, 0, {}]]], "shared_object_id": 482, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 815}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 17, 17, 672]}}2
Ï	ç/root.layer_with_weights-1.layer_with_weights-92"_tf_keras_layer*�	{"name": "block6a_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": "block6a_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 483}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 484}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 485}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 486}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6a_dwconv", 0, 0, {}]]], "shared_object_id": 487, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 672}}, "shared_object_id": 816}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 672]}}2
Åè#root.layer_with_weights-1.layer-169"_tf_keras_layer*ƒ{"name": "block6a_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block6a_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block6a_bn", 0, 0, {}]]], "shared_object_id": 488}2
žé#root.layer_with_weights-1.layer-170"_tf_keras_layer*Ü{"name": "block6a_se_squeeze", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block6a_se_squeeze", "trainable": false, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block6a_activation", 0, 0, {}]]], "shared_object_id": 489, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 817}}2
öê#root.layer_with_weights-1.layer-171"_tf_keras_layer*´{"name": "block6a_se_reshape", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block6a_se_reshape", "trainable": false, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 672]}}, "inbound_nodes": [[["block6a_se_squeeze", 0, 0, {}]]], "shared_object_id": 490}2
ø
ë/root.layer_with_weights-1.layer_with_weights-93"_tf_keras_layer*ª
{"name": "block6a_se_reduce", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6a_se_reduce", "trainable": false, "dtype": "float32", "filters": 28, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 491}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 492}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6a_se_reshape", 0, 0, {}]]], "shared_object_id": 493, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 818}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 672]}}2
ø
ì/root.layer_with_weights-1.layer_with_weights-94"_tf_keras_layer*ª
{"name": "block6a_se_expand", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6a_se_expand", "trainable": false, "dtype": "float32", "filters": 672, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 494}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 495}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6a_se_reduce", 0, 0, {}]]], "shared_object_id": 496, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 28}}, "shared_object_id": 819}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 28]}}2
àí#root.layer_with_weights-1.layer-174"_tf_keras_layer*ž{"name": "block6a_se_excite", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block6a_se_excite", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block6a_activation", 0, 0, {}], ["block6a_se_expand", 0, 0, {}]]], "shared_object_id": 497, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 7, 7, 672]}, {"class_name": "TensorShape", "items": [null, 1, 1, 672]}]}2
€î/root.layer_with_weights-1.layer_with_weights-95"_tf_keras_layer*²
{"name": "block6a_project_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": "block6a_project_conv", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 498}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 499}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6a_se_excite", 0, 0, {}]]], "shared_object_id": 500, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 820}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 672]}}2
å	ï/root.layer_with_weights-1.layer_with_weights-96"_tf_keras_layer*—	{"name": "block6a_project_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": "block6a_project_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 501}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 502}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 503}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 504}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6a_project_conv", 0, 0, {}]]], "shared_object_id": 505, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 821}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 192]}}2
€ð/root.layer_with_weights-1.layer_with_weights-97"_tf_keras_layer*²
{"name": "block6b_expand_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": "block6b_expand_conv", "trainable": false, "dtype": "float32", "filters": 1152, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 506}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 507}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6a_project_bn", 0, 0, {}]]], "shared_object_id": 508, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 822}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 192]}}2
ä	ñ/root.layer_with_weights-1.layer_with_weights-98"_tf_keras_layer*–	{"name": "block6b_expand_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": "block6b_expand_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 509}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 510}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 511}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 512}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6b_expand_conv", 0, 0, {}]]], "shared_object_id": 513, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1152}}, "shared_object_id": 823}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 1152]}}2
Úò#root.layer_with_weights-1.layer-179"_tf_keras_layer*˜{"name": "block6b_expand_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block6b_expand_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block6b_expand_bn", 0, 0, {}]]], "shared_object_id": 514}2
—ó/root.layer_with_weights-1.layer_with_weights-99"_tf_keras_layer*É
{"name": "block6b_dwconv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block6b_dwconv", "trainable": false, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "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": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 516}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 517}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block6b_expand_activation", 0, 0, {}]]], "shared_object_id": 518, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1152}}, "shared_object_id": 824}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 1152]}}2
Ò	ô0root.layer_with_weights-1.layer_with_weights-100"_tf_keras_layer*ƒ	{"name": "block6b_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": "block6b_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 519}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 520}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 521}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 522}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6b_dwconv", 0, 0, {}]]], "shared_object_id": 523, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1152}}, "shared_object_id": 825}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 1152]}}2
Åõ#root.layer_with_weights-1.layer-182"_tf_keras_layer*ƒ{"name": "block6b_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block6b_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block6b_bn", 0, 0, {}]]], "shared_object_id": 524}2
žö#root.layer_with_weights-1.layer-183"_tf_keras_layer*Ü{"name": "block6b_se_squeeze", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block6b_se_squeeze", "trainable": false, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block6b_activation", 0, 0, {}]]], "shared_object_id": 525, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 826}}2
÷÷#root.layer_with_weights-1.layer-184"_tf_keras_layer*µ{"name": "block6b_se_reshape", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block6b_se_reshape", "trainable": false, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 1152]}}, "inbound_nodes": [[["block6b_se_squeeze", 0, 0, {}]]], "shared_object_id": 526}2
û
ø0root.layer_with_weights-1.layer_with_weights-101"_tf_keras_layer*¬
{"name": "block6b_se_reduce", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6b_se_reduce", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 527}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 528}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6b_se_reshape", 0, 0, {}]]], "shared_object_id": 529, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1152}}, "shared_object_id": 827}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 1152]}}2
ú
ù0root.layer_with_weights-1.layer_with_weights-102"_tf_keras_layer*«
{"name": "block6b_se_expand", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6b_se_expand", "trainable": false, "dtype": "float32", "filters": 1152, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 530}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 531}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6b_se_reduce", 0, 0, {}]]], "shared_object_id": 532, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 48}}, "shared_object_id": 828}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 48]}}2
âú#root.layer_with_weights-1.layer-187"_tf_keras_layer* {"name": "block6b_se_excite", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block6b_se_excite", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block6b_activation", 0, 0, {}], ["block6b_se_expand", 0, 0, {}]]], "shared_object_id": 533, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 7, 7, 1152]}, {"class_name": "TensorShape", "items": [null, 1, 1, 1152]}]}2
ƒû0root.layer_with_weights-1.layer_with_weights-103"_tf_keras_layer*´
{"name": "block6b_project_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": "block6b_project_conv", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 534}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 535}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6b_se_excite", 0, 0, {}]]], "shared_object_id": 536, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1152}}, "shared_object_id": 829}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 1152]}}2
æ	ü0root.layer_with_weights-1.layer_with_weights-104"_tf_keras_layer*—	{"name": "block6b_project_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": "block6b_project_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 537}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 538}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 539}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 540}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6b_project_conv", 0, 0, {}]]], "shared_object_id": 541, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 830}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 192]}}2
çý#root.layer_with_weights-1.layer-190"_tf_keras_layer*¥{"name": "block6b_drop", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dropout", "config": {"name": "block6b_drop", "trainable": false, "dtype": "float32", "rate": 0.15000000000000002, "noise_shape": {"class_name": "__tuple__", "items": [null, 1, 1, 1]}, "seed": null}, "inbound_nodes": [[["block6b_project_bn", 0, 0, {}]]], "shared_object_id": 542, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 192]}}2
Êþ#root.layer_with_weights-1.layer-191"_tf_keras_layer*ˆ{"name": "block6b_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": "block6b_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block6b_drop", 0, 0, {}], ["block6a_project_bn", 0, 0, {}]]], "shared_object_id": 543, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 7, 7, 192]}, {"class_name": "TensorShape", "items": [null, 7, 7, 192]}]}2
ú
ÿ0root.layer_with_weights-1.layer_with_weights-105"_tf_keras_layer*«
{"name": "block6c_expand_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": "block6c_expand_conv", "trainable": false, "dtype": "float32", "filters": 1152, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 544}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 545}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6b_add", 0, 0, {}]]], "shared_object_id": 546, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 831}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 192]}}2
å	€0root.layer_with_weights-1.layer_with_weights-106"_tf_keras_layer*–	{"name": "block6c_expand_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": "block6c_expand_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 547}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 548}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 549}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 550}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6c_expand_conv", 0, 0, {}]]], "shared_object_id": 551, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1152}}, "shared_object_id": 832}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 1152]}}2
Ú�#root.layer_with_weights-1.layer-194"_tf_keras_layer*˜{"name": "block6c_expand_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block6c_expand_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block6c_expand_bn", 0, 0, {}]]], "shared_object_id": 552}2
˜‚0root.layer_with_weights-1.layer_with_weights-107"_tf_keras_layer*É
{"name": "block6c_dwconv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block6c_dwconv", "trainable": false, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "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": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 554}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 555}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block6c_expand_activation", 0, 0, {}]]], "shared_object_id": 556, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1152}}, "shared_object_id": 833}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 1152]}}2
Ò	ƒ0root.layer_with_weights-1.layer_with_weights-108"_tf_keras_layer*ƒ	{"name": "block6c_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": "block6c_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 557}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 558}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 559}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 560}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6c_dwconv", 0, 0, {}]]], "shared_object_id": 561, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1152}}, "shared_object_id": 834}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 1152]}}2
Å„#root.layer_with_weights-1.layer-197"_tf_keras_layer*ƒ{"name": "block6c_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block6c_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block6c_bn", 0, 0, {}]]], "shared_object_id": 562}2
ž…#root.layer_with_weights-1.layer-198"_tf_keras_layer*Ü{"name": "block6c_se_squeeze", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block6c_se_squeeze", "trainable": false, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block6c_activation", 0, 0, {}]]], "shared_object_id": 563, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 835}}2
÷†#root.layer_with_weights-1.layer-199"_tf_keras_layer*µ{"name": "block6c_se_reshape", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block6c_se_reshape", "trainable": false, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 1152]}}, "inbound_nodes": [[["block6c_se_squeeze", 0, 0, {}]]], "shared_object_id": 564}2
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‡0root.layer_with_weights-1.layer_with_weights-109"_tf_keras_layer*¬
{"name": "block6c_se_reduce", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6c_se_reduce", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 565}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 566}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6c_se_reshape", 0, 0, {}]]], "shared_object_id": 567, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1152}}, "shared_object_id": 836}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 1152]}}2
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ˆ0root.layer_with_weights-1.layer_with_weights-110"_tf_keras_layer*«
{"name": "block6c_se_expand", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6c_se_expand", "trainable": false, "dtype": "float32", "filters": 1152, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 568}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 569}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6c_se_reduce", 0, 0, {}]]], "shared_object_id": 570, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 48}}, "shared_object_id": 837}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 48]}}2
â‰#root.layer_with_weights-1.layer-202"_tf_keras_layer* {"name": "block6c_se_excite", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block6c_se_excite", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block6c_activation", 0, 0, {}], ["block6c_se_expand", 0, 0, {}]]], "shared_object_id": 571, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 7, 7, 1152]}, {"class_name": "TensorShape", "items": [null, 1, 1, 1152]}]}2
ƒŠ0root.layer_with_weights-1.layer_with_weights-111"_tf_keras_layer*´
{"name": "block6c_project_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": "block6c_project_conv", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 572}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 573}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6c_se_excite", 0, 0, {}]]], "shared_object_id": 574, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1152}}, "shared_object_id": 838}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 1152]}}2
æ	‹0root.layer_with_weights-1.layer_with_weights-112"_tf_keras_layer*—	{"name": "block6c_project_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": "block6c_project_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 575}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 576}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 577}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 578}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6c_project_conv", 0, 0, {}]]], "shared_object_id": 579, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 839}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 192]}}2
ÚŒ#root.layer_with_weights-1.layer-205"_tf_keras_layer*˜{"name": "block6c_drop", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dropout", "config": {"name": "block6c_drop", "trainable": false, "dtype": "float32", "rate": 0.1625, "noise_shape": {"class_name": "__tuple__", "items": [null, 1, 1, 1]}, "seed": null}, "inbound_nodes": [[["block6c_project_bn", 0, 0, {}]]], "shared_object_id": 580, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 192]}}2
Ã�#root.layer_with_weights-1.layer-206"_tf_keras_layer*�{"name": "block6c_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": "block6c_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block6c_drop", 0, 0, {}], ["block6b_add", 0, 0, {}]]], "shared_object_id": 581, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 7, 7, 192]}, {"class_name": "TensorShape", "items": [null, 7, 7, 192]}]}2
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Ž0root.layer_with_weights-1.layer_with_weights-113"_tf_keras_layer*«
{"name": "block6d_expand_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": "block6d_expand_conv", "trainable": false, "dtype": "float32", "filters": 1152, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 582}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 583}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6c_add", 0, 0, {}]]], "shared_object_id": 584, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 840}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 192]}}2
å	�0root.layer_with_weights-1.layer_with_weights-114"_tf_keras_layer*–	{"name": "block6d_expand_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": "block6d_expand_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 585}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 586}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 587}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 588}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6d_expand_conv", 0, 0, {}]]], "shared_object_id": 589, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1152}}, "shared_object_id": 841}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 1152]}}2
Ú�#root.layer_with_weights-1.layer-209"_tf_keras_layer*˜{"name": "block6d_expand_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block6d_expand_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block6d_expand_bn", 0, 0, {}]]], "shared_object_id": 590}2
˜‘0root.layer_with_weights-1.layer_with_weights-115"_tf_keras_layer*É
{"name": "block6d_dwconv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block6d_dwconv", "trainable": false, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "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": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 592}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 593}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block6d_expand_activation", 0, 0, {}]]], "shared_object_id": 594, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1152}}, "shared_object_id": 842}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 1152]}}2
Ò	’0root.layer_with_weights-1.layer_with_weights-116"_tf_keras_layer*ƒ	{"name": "block6d_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": "block6d_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 595}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 596}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 597}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 598}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6d_dwconv", 0, 0, {}]]], "shared_object_id": 599, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1152}}, "shared_object_id": 843}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 1152]}}2
Å“#root.layer_with_weights-1.layer-212"_tf_keras_layer*ƒ{"name": "block6d_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block6d_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block6d_bn", 0, 0, {}]]], "shared_object_id": 600}2
ž”#root.layer_with_weights-1.layer-213"_tf_keras_layer*Ü{"name": "block6d_se_squeeze", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block6d_se_squeeze", "trainable": false, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block6d_activation", 0, 0, {}]]], "shared_object_id": 601, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 844}}2
÷•#root.layer_with_weights-1.layer-214"_tf_keras_layer*µ{"name": "block6d_se_reshape", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block6d_se_reshape", "trainable": false, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 1152]}}, "inbound_nodes": [[["block6d_se_squeeze", 0, 0, {}]]], "shared_object_id": 602}2
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–0root.layer_with_weights-1.layer_with_weights-117"_tf_keras_layer*¬
{"name": "block6d_se_reduce", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6d_se_reduce", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 603}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 604}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6d_se_reshape", 0, 0, {}]]], "shared_object_id": 605, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1152}}, "shared_object_id": 845}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 1152]}}2
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—0root.layer_with_weights-1.layer_with_weights-118"_tf_keras_layer*«
{"name": "block6d_se_expand", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6d_se_expand", "trainable": false, "dtype": "float32", "filters": 1152, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 606}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 607}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6d_se_reduce", 0, 0, {}]]], "shared_object_id": 608, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 48}}, "shared_object_id": 846}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 48]}}2
â˜#root.layer_with_weights-1.layer-217"_tf_keras_layer* {"name": "block6d_se_excite", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block6d_se_excite", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block6d_activation", 0, 0, {}], ["block6d_se_expand", 0, 0, {}]]], "shared_object_id": 609, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 7, 7, 1152]}, {"class_name": "TensorShape", "items": [null, 1, 1, 1152]}]}2
ƒ™0root.layer_with_weights-1.layer_with_weights-119"_tf_keras_layer*´
{"name": "block6d_project_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": "block6d_project_conv", "trainable": false, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 610}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 611}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6d_se_excite", 0, 0, {}]]], "shared_object_id": 612, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1152}}, "shared_object_id": 847}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 1152]}}2
æ	š0root.layer_with_weights-1.layer_with_weights-120"_tf_keras_layer*—	{"name": "block6d_project_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": "block6d_project_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 613}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 614}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 615}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 616}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6d_project_conv", 0, 0, {}]]], "shared_object_id": 617, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 848}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 192]}}2
ç›#root.layer_with_weights-1.layer-220"_tf_keras_layer*¥{"name": "block6d_drop", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dropout", "config": {"name": "block6d_drop", "trainable": false, "dtype": "float32", "rate": 0.17500000000000002, "noise_shape": {"class_name": "__tuple__", "items": [null, 1, 1, 1]}, "seed": null}, "inbound_nodes": [[["block6d_project_bn", 0, 0, {}]]], "shared_object_id": 618, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 192]}}2
Ãœ#root.layer_with_weights-1.layer-221"_tf_keras_layer*�{"name": "block6d_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": "block6d_add", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block6d_drop", 0, 0, {}], ["block6c_add", 0, 0, {}]]], "shared_object_id": 619, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 7, 7, 192]}, {"class_name": "TensorShape", "items": [null, 7, 7, 192]}]}2
ú
�0root.layer_with_weights-1.layer_with_weights-121"_tf_keras_layer*«
{"name": "block7a_expand_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": "block7a_expand_conv", "trainable": false, "dtype": "float32", "filters": 1152, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 620}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 621}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6d_add", 0, 0, {}]]], "shared_object_id": 622, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 849}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 192]}}2
å	ž0root.layer_with_weights-1.layer_with_weights-122"_tf_keras_layer*–	{"name": "block7a_expand_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": "block7a_expand_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 623}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 624}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 625}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 626}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block7a_expand_conv", 0, 0, {}]]], "shared_object_id": 627, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1152}}, "shared_object_id": 850}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 1152]}}2
ÚŸ#root.layer_with_weights-1.layer-224"_tf_keras_layer*˜{"name": "block7a_expand_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block7a_expand_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block7a_expand_bn", 0, 0, {}]]], "shared_object_id": 628}2
˜ 0root.layer_with_weights-1.layer_with_weights-123"_tf_keras_layer*É
{"name": "block7a_dwconv", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block7a_dwconv", "trainable": false, "dtype": "float32", "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": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 630}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 631}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block7a_expand_activation", 0, 0, {}]]], "shared_object_id": 632, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1152}}, "shared_object_id": 851}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 1152]}}2
Ò	¡0root.layer_with_weights-1.layer_with_weights-124"_tf_keras_layer*ƒ	{"name": "block7a_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": "block7a_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 633}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 634}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 635}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 636}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block7a_dwconv", 0, 0, {}]]], "shared_object_id": 637, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1152}}, "shared_object_id": 852}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 1152]}}2
Å¢#root.layer_with_weights-1.layer-227"_tf_keras_layer*ƒ{"name": "block7a_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block7a_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block7a_bn", 0, 0, {}]]], "shared_object_id": 638}2
ž£#root.layer_with_weights-1.layer-228"_tf_keras_layer*Ü{"name": "block7a_se_squeeze", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block7a_se_squeeze", "trainable": false, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block7a_activation", 0, 0, {}]]], "shared_object_id": 639, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 853}}2
÷¤#root.layer_with_weights-1.layer-229"_tf_keras_layer*µ{"name": "block7a_se_reshape", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block7a_se_reshape", "trainable": false, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 1152]}}, "inbound_nodes": [[["block7a_se_squeeze", 0, 0, {}]]], "shared_object_id": 640}2
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¥0root.layer_with_weights-1.layer_with_weights-125"_tf_keras_layer*¬
{"name": "block7a_se_reduce", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block7a_se_reduce", "trainable": false, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 641}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 642}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block7a_se_reshape", 0, 0, {}]]], "shared_object_id": 643, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1152}}, "shared_object_id": 854}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 1152]}}2
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¦0root.layer_with_weights-1.layer_with_weights-126"_tf_keras_layer*«
{"name": "block7a_se_expand", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block7a_se_expand", "trainable": false, "dtype": "float32", "filters": 1152, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 644}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 645}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block7a_se_reduce", 0, 0, {}]]], "shared_object_id": 646, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 48}}, "shared_object_id": 855}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 48]}}2
â§#root.layer_with_weights-1.layer-232"_tf_keras_layer* {"name": "block7a_se_excite", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block7a_se_excite", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["block7a_activation", 0, 0, {}], ["block7a_se_expand", 0, 0, {}]]], "shared_object_id": 647, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 7, 7, 1152]}, {"class_name": "TensorShape", "items": [null, 1, 1, 1152]}]}2
ƒ¨0root.layer_with_weights-1.layer_with_weights-127"_tf_keras_layer*´
{"name": "block7a_project_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": "block7a_project_conv", "trainable": false, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 648}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 649}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block7a_se_excite", 0, 0, {}]]], "shared_object_id": 650, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1152}}, "shared_object_id": 856}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 1152]}}2
æ	©0root.layer_with_weights-1.layer_with_weights-128"_tf_keras_layer*—	{"name": "block7a_project_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": "block7a_project_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 651}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 652}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 653}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 654}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block7a_project_conv", 0, 0, {}]]], "shared_object_id": 655, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 320}}, "shared_object_id": 857}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 320]}}2
ë
ª0root.layer_with_weights-1.layer_with_weights-129"_tf_keras_layer*œ
{"name": "top_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": "top_conv", "trainable": false, "dtype": "float32", "filters": 1280, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 656}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 657}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block7a_project_bn", 0, 0, {}]]], "shared_object_id": 658, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 320}}, "shared_object_id": 858}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 320]}}2
Ä	«0root.layer_with_weights-1.layer_with_weights-130"_tf_keras_layer*õ{"name": "top_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": "top_bn", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 659}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 660}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 661}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 662}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["top_conv", 0, 0, {}]]], "shared_object_id": 663, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1280}}, "shared_object_id": 859}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 7, 7, 1280]}}2
¹¬#root.layer_with_weights-1.layer-237"_tf_keras_layer*÷{"name": "top_activation", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "top_activation", "trainable": false, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["top_bn", 0, 0, {}]]], "shared_object_id": 664}2
»Æroot.keras_api.metrics.0"_tf_keras_metric*ƒ{"class_name": "Mean", "name": "loss", "dtype": "float32", "config": {"name": "loss", "dtype": "float32"}, "shared_object_id": 860}2
ØÇroot.keras_api.metrics.1"_tf_keras_metric* {"class_name": "SparseCategoricalAccuracy", "name": "accuracy", "dtype": "float32", "config": {"name": "accuracy", "dtype": "float32"}, "shared_object_id": 861}2
îÈroot.keras_api.metrics.2"_tf_keras_metric*¶{"class_name": "SparseTopKCategoricalAccuracy", "name": "top3-accuracy", "dtype": "float32", "config": {"name": "top3-accuracy", "dtype": "float32", "k": 3}, "shared_object_id": 862}2