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"build_input_shape": {"class_name": "TensorShape", "items": [null, 40, 40, 22]}}2 � d/root.layer_with_weights-0.layer_with_weights-35"_tf_keras_layer*� {"name": "separable_conv_2_bn_reduction_left1_stem_2", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_reduction_left1_stem_2", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 211}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 212}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 213}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 214}, 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"batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_18", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_stem_2", 0, 0, {}]]], "shared_object_id": 222, "build_input_shape": {"class_name": "TensorShape", "items": [null, 40, 40, 22]}}2 �h"root.layer_with_weights-0.layer-80"_tf_keras_layer*�{"name": "reduction_add_1_stem_2", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "reduction_add_1_stem_2", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_reduction_left1_stem_2", 0, 0, {}], ["separable_conv_2_bn_reduction_right1_stem_2", 0, 0, {}]]], "shared_object_id": 223, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 22]}, {"class_name": "TensorShape", "items": [null, 20, 20, 22]}]}2 �i/root.layer_with_weights-0.layer_with_weights-37"_tf_keras_layer*� {"name": "separable_conv_1_reduction_right2_stem_2", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_reduction_right2_stem_2", "trainable": false, "dtype": "float32", "filters": 22, "kernel_size": {"class_name": "__tuple__", "items": [7, 7]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, 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�j"root.layer_with_weights-0.layer-82"_tf_keras_layer*�{"name": "separable_conv_1_pad_reduction_right3_stem_2", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ZeroPadding2D", "config": {"name": "separable_conv_1_pad_reduction_right3_stem_2", "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": [[["activation_18", 0, 0, {}]]], "shared_object_id": 229, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2320}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 40, 40, 22]}}2 �k"root.layer_with_weights-0.layer-83"_tf_keras_layer*�{"name": "activation_20", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_20", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["reduction_add_1_stem_2", 0, 0, {}]]], "shared_object_id": 230, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 22]}}2 � l/root.layer_with_weights-0.layer_with_weights-38"_tf_keras_layer*� {"name": "separable_conv_1_bn_reduction_right2_stem_2", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": 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�m/root.layer_with_weights-0.layer_with_weights-39"_tf_keras_layer*� {"name": "separable_conv_1_reduction_right3_stem_2", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_reduction_right3_stem_2", "trainable": false, "dtype": "float32", "filters": 22, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 239}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 238}, "kernel_regularizer": null, 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"expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_reduction_left4_stem_2", "trainable": false, "dtype": "float32", "filters": 22, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 244}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 243}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 241}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 242}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_20", 0, 0, {}]]], "shared_object_id": 245, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 22}}, "shared_object_id": 2323}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 22]}}2 �o"root.layer_with_weights-0.layer-87"_tf_keras_layer*�{"name": "activation_17", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_17", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_reduction_right2_stem_2", 0, 0, {}]]], "shared_object_id": 246, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 22]}}2 � p/root.layer_with_weights-0.layer_with_weights-41"_tf_keras_layer*� {"name": "separable_conv_1_bn_reduction_right3_stem_2", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_reduction_right3_stem_2", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 247}, "gamma_initializer": {"class_name": "Ones", "config": {}, 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"autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_reduction_left4_stem_2", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 252}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 253}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 254}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 255}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_reduction_left4_stem_2", 0, 0, {}]]], "shared_object_id": 256, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 22}}, "shared_object_id": 2325}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 22]}}2 �r"root.layer_with_weights-0.layer-90"_tf_keras_layer*�{"name": "reduction_pad_1_stem_2", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ZeroPadding2D", "config": {"name": "reduction_pad_1_stem_2", "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": [[["reduction_bn_1_stem_2", 0, 0, {}]]], "shared_object_id": 257, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2326}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 40, 40, 22]}}2 �s/root.layer_with_weights-0.layer_with_weights-43"_tf_keras_layer*� {"name": "separable_conv_2_reduction_right2_stem_2", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_reduction_right2_stem_2", "trainable": false, "dtype": "float32", "filters": 22, "kernel_size": {"class_name": "__tuple__", "items": [7, 7]}, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 261}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 260}, "kernel_regularizer": null, 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false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_19", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_reduction_right3_stem_2", 0, 0, {}]]], "shared_object_id": 263, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 22]}}2 �u"root.layer_with_weights-0.layer-93"_tf_keras_layer*�{"name": "activation_21", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_21", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_reduction_left4_stem_2", 0, 0, {}]]], "shared_object_id": 264, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 22]}}2 �v"root.layer_with_weights-0.layer-94"_tf_keras_layer*�{"name": "reduction_left2_stem_2", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "MaxPooling2D", "config": {"name": "reduction_left2_stem_2", "trainable": false, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["reduction_pad_1_stem_2", 0, 0, {}]]], "shared_object_id": 265, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2328}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 41, 41, 22]}}2 � w/root.layer_with_weights-0.layer_with_weights-44"_tf_keras_layer*� {"name": "separable_conv_2_bn_reduction_right2_stem_2", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_reduction_right2_stem_2", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 266}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 267}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 268}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 269}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_reduction_right2_stem_2", 0, 0, {}]]], "shared_object_id": 270, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 22}}, "shared_object_id": 2329}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 22]}}2 �x/root.layer_with_weights-0.layer_with_weights-45"_tf_keras_layer*� {"name": "separable_conv_2_reduction_right3_stem_2", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_reduction_right3_stem_2", "trainable": false, "dtype": "float32", "filters": 22, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 274}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 273}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 271}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 272}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_19", 0, 0, {}]]], "shared_object_id": 275, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 22}}, "shared_object_id": 2330}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 22]}}2 �y/root.layer_with_weights-0.layer_with_weights-46"_tf_keras_layer*� {"name": "separable_conv_2_reduction_left4_stem_2", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_reduction_left4_stem_2", "trainable": false, "dtype": "float32", "filters": 22, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 279}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 278}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 276}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 277}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_21", 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": {"-1": 22}}, "shared_object_id": 2331}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 22]}}2 �z"root.layer_with_weights-0.layer-98"_tf_keras_layer*�{"name": "adjust_relu_1_0", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "adjust_relu_1_0", "trainable": false, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["reduction_concat_stem_1", 0, 0, {}]]], "shared_object_id": 281, "build_input_shape": {"class_name": "TensorShape", "items": [null, 40, 40, 44]}}2 �{"root.layer_with_weights-0.layer-99"_tf_keras_layer*�{"name": "reduction_add_2_stem_2", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "reduction_add_2_stem_2", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["reduction_left2_stem_2", 0, 0, {}], ["separable_conv_2_bn_reduction_right2_stem_2", 0, 0, {}]]], "shared_object_id": 282, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 22]}, {"class_name": "TensorShape", "items": [null, 20, 20, 22]}]}2 �|#root.layer_with_weights-0.layer-100"_tf_keras_layer*�{"name": "reduction_left3_stem_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "reduction_left3_stem_2", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["reduction_pad_1_stem_2", 0, 0, {}]]], "shared_object_id": 283, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2332}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 41, 41, 22]}}2 � }/root.layer_with_weights-0.layer_with_weights-47"_tf_keras_layer*� {"name": "separable_conv_2_bn_reduction_right3_stem_2", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_reduction_right3_stem_2", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "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": [[["separable_conv_2_reduction_right3_stem_2", 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": 22}}, "shared_object_id": 2333}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 22]}}2 �~#root.layer_with_weights-0.layer-102"_tf_keras_layer*�{"name": "reduction_left4_stem_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "reduction_left4_stem_2", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["reduction_add_1_stem_2", 0, 0, {}]]], "shared_object_id": 289, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2334}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 22]}}2 � /root.layer_with_weights-0.layer_with_weights-48"_tf_keras_layer*� {"name": "separable_conv_2_bn_reduction_left4_stem_2", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_reduction_left4_stem_2", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 290}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 291}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 292}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 293}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_reduction_left4_stem_2", 0, 0, {}]]], "shared_object_id": 294, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 22}}, "shared_object_id": 2335}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 22]}}2 ��#root.layer_with_weights-0.layer-104"_tf_keras_layer*�{"name": "reduction_right5_stem_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "MaxPooling2D", "config": {"name": "reduction_right5_stem_2", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["reduction_pad_1_stem_2", 0, 0, {}]]], "shared_object_id": 295, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2336}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 41, 41, 22]}}2 ��#root.layer_with_weights-0.layer-105"_tf_keras_layer*�{"name": "zero_padding2d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ZeroPadding2D", "config": {"name": "zero_padding2d_1", "trainable": true, "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": [[["adjust_relu_1_0", 0, 0, {}]]], "shared_object_id": 296, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2337}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 40, 40, 44]}}2 ��#root.layer_with_weights-0.layer-106"_tf_keras_layer*�{"name": "reduction_add3_stem_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "reduction_add3_stem_2", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["reduction_left3_stem_2", 0, 0, {}], ["separable_conv_2_bn_reduction_right3_stem_2", 0, 0, {}]]], "shared_object_id": 297, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 22]}, {"class_name": "TensorShape", "items": [null, 20, 20, 22]}]}2 ��#root.layer_with_weights-0.layer-107"_tf_keras_layer*�{"name": "add_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_1", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["reduction_add_2_stem_2", 0, 0, {}], ["reduction_left4_stem_2", 0, 0, {}]]], "shared_object_id": 298, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 22]}, {"class_name": "TensorShape", "items": [null, 20, 20, 22]}]}2 ��#root.layer_with_weights-0.layer-108"_tf_keras_layer*�{"name": "reduction_add4_stem_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "reduction_add4_stem_2", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_reduction_left4_stem_2", 0, 0, {}], ["reduction_right5_stem_2", 0, 0, {}]]], "shared_object_id": 299, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 22]}, {"class_name": "TensorShape", "items": [null, 20, 20, 22]}]}2 ��#root.layer_with_weights-0.layer-109"_tf_keras_layer*�{"name": "cropping2d_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Cropping2D", "config": {"name": "cropping2d_1", "trainable": true, "dtype": "float32", "cropping": {"class_name": "__tuple__", "items": [{"class_name": "__tuple__", "items": [1, 0]}, {"class_name": "__tuple__", "items": [1, 0]}]}, "data_format": "channels_last"}, "inbound_nodes": [[["zero_padding2d_1", 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": 2338}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 41, 41, 44]}}2 ��#root.layer_with_weights-0.layer-110"_tf_keras_layer*�{"name": "reduction_concat_stem_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "reduction_concat_stem_2", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["reduction_add_2_stem_2", 0, 0, {}], ["reduction_add3_stem_2", 0, 0, {}], ["add_1", 0, 0, {}], ["reduction_add4_stem_2", 0, 0, {}]]], "shared_object_id": 301, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 22]}, {"class_name": "TensorShape", "items": [null, 20, 20, 22]}, {"class_name": "TensorShape", "items": [null, 20, 20, 22]}, {"class_name": "TensorShape", "items": [null, 20, 20, 22]}]}2 ��#root.layer_with_weights-0.layer-111"_tf_keras_layer*�{"name": "adjust_avg_pool_1_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "adjust_avg_pool_1_0", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_relu_1_0", 0, 0, {}]]], "shared_object_id": 302, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2339}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 40, 40, 44]}}2 ��#root.layer_with_weights-0.layer-112"_tf_keras_layer*�{"name": "adjust_avg_pool_2_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "adjust_avg_pool_2_0", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["cropping2d_1", 0, 0, {}]]], "shared_object_id": 303, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2340}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 40, 40, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-49"_tf_keras_layer*� {"name": "adjust_conv_1_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "adjust_conv_1_0", "trainable": true, "dtype": "float32", "filters": 22, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 304}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 305}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["adjust_avg_pool_1_0", 0, 0, {}]]], "shared_object_id": 306, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 44}}, "shared_object_id": 2341}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-50"_tf_keras_layer*� {"name": "adjust_conv_2_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "adjust_conv_2_0", "trainable": true, "dtype": "float32", "filters": 22, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 307}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 308}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["adjust_avg_pool_2_0", 0, 0, {}]]], "shared_object_id": 309, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 44}}, "shared_object_id": 2342}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-115"_tf_keras_layer*�{"name": "activation_22", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_22", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["reduction_concat_stem_2", 0, 0, {}]]], "shared_object_id": 310, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 88]}}2 ��#root.layer_with_weights-0.layer-116"_tf_keras_layer*�{"name": "concatenate_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "concatenate_1", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["adjust_conv_1_0", 0, 0, {}], ["adjust_conv_2_0", 0, 0, {}]]], "shared_object_id": 311, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 22]}, {"class_name": "TensorShape", "items": [null, 20, 20, 22]}]}2 � �/root.layer_with_weights-0.layer_with_weights-51"_tf_keras_layer*� {"name": "normal_conv_1_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "normal_conv_1_0", "trainable": true, "dtype": "float32", "filters": 44, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 312}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 313}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_22", 0, 0, {}]]], "shared_object_id": 314, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 88}}, "shared_object_id": 2343}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 88]}}2 � �/root.layer_with_weights-0.layer_with_weights-52"_tf_keras_layer*� {"name": "adjust_bn_0", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "adjust_bn_0", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 315}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 316}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 317}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 318}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["concatenate_1", 0, 0, {}]]], "shared_object_id": 319, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2344}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-53"_tf_keras_layer*� {"name": "normal_bn_1_0", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "normal_bn_1_0", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 320}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 321}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 322}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 323}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["normal_conv_1_0", 0, 0, {}]]], "shared_object_id": 324, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2345}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-120"_tf_keras_layer*�{"name": "activation_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_23", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_0", 0, 0, {}]]], "shared_object_id": 325, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-121"_tf_keras_layer*�{"name": "activation_25", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_25", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_0", 0, 0, {}]]], "shared_object_id": 326, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-122"_tf_keras_layer*�{"name": "activation_27", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_27", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_0", 0, 0, {}]]], "shared_object_id": 327, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-123"_tf_keras_layer*�{"name": "activation_29", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_29", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_0", 0, 0, {}]]], "shared_object_id": 328, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-124"_tf_keras_layer*�{"name": "activation_31", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_31", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_0", 0, 0, {}]]], "shared_object_id": 329, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-54"_tf_keras_layer*� {"name": "separable_conv_1_normal_left1_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left1_0", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 333}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 332}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 330}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 331}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_23", 0, 0, {}]]], "shared_object_id": 334, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2346}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-55"_tf_keras_layer*� {"name": "separable_conv_1_normal_right1_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right1_0", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 338}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 337}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 335}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 336}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_25", 0, 0, {}]]], "shared_object_id": 339, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2347}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-56"_tf_keras_layer*� {"name": "separable_conv_1_normal_left2_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left2_0", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 343}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 342}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 340}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 341}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_27", 0, 0, {}]]], "shared_object_id": 344, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2348}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-57"_tf_keras_layer*� {"name": "separable_conv_1_normal_right2_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right2_0", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 348}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 347}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 345}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 346}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_29", 0, 0, {}]]], "shared_object_id": 349, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2349}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-58"_tf_keras_layer*� {"name": "separable_conv_1_normal_left5_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left5_0", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 353}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 352}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 350}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 351}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_31", 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": {"-1": 44}}, "shared_object_id": 2350}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-59"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left1_0", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left1_0", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 355}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 356}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 357}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 358}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left1_0", 0, 0, {}]]], "shared_object_id": 359, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2351}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-60"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right1_0", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right1_0", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "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": [[["separable_conv_1_normal_right1_0", 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": 44}}, "shared_object_id": 2352}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-61"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left2_0", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left2_0", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 365}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 366}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 367}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 368}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left2_0", 0, 0, {}]]], "shared_object_id": 369, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2353}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-62"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right2_0", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right2_0", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "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": [[["separable_conv_1_normal_right2_0", 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": 44}}, "shared_object_id": 2354}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-63"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left5_0", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left5_0", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 375}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 376}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 377}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 378}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left5_0", 0, 0, {}]]], "shared_object_id": 379, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2355}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-135"_tf_keras_layer*�{"name": "activation_24", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_24", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left1_0", 0, 0, {}]]], "shared_object_id": 380, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-136"_tf_keras_layer*�{"name": "activation_26", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_26", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right1_0", 0, 0, {}]]], "shared_object_id": 381, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-137"_tf_keras_layer*�{"name": "activation_28", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_28", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left2_0", 0, 0, {}]]], "shared_object_id": 382, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-138"_tf_keras_layer*�{"name": "activation_30", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_30", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right2_0", 0, 0, {}]]], "shared_object_id": 383, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-139"_tf_keras_layer*�{"name": "activation_32", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_32", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left5_0", 0, 0, {}]]], "shared_object_id": 384, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-64"_tf_keras_layer*� {"name": "separable_conv_2_normal_left1_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left1_0", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 388}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 387}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 385}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 386}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_24", 0, 0, {}]]], "shared_object_id": 389, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2356}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-65"_tf_keras_layer*� {"name": "separable_conv_2_normal_right1_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right1_0", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 393}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 392}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 390}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 391}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_26", 0, 0, {}]]], "shared_object_id": 394, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2357}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-66"_tf_keras_layer*� {"name": "separable_conv_2_normal_left2_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left2_0", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 398}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 397}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 395}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 396}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_28", 0, 0, {}]]], "shared_object_id": 399, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2358}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-67"_tf_keras_layer*� {"name": "separable_conv_2_normal_right2_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right2_0", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 403}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 402}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 400}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 401}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_30", 0, 0, {}]]], "shared_object_id": 404, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2359}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-68"_tf_keras_layer*� {"name": "separable_conv_2_normal_left5_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left5_0", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 408}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 407}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 405}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 406}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_32", 0, 0, {}]]], "shared_object_id": 409, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2360}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-69"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left1_0", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left1_0", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 410}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 411}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 412}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 413}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left1_0", 0, 0, {}]]], "shared_object_id": 414, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2361}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-70"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right1_0", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right1_0", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 415}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 416}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 417}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 418}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right1_0", 0, 0, {}]]], "shared_object_id": 419, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2362}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-71"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left2_0", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left2_0", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 420}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 421}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 422}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 423}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left2_0", 0, 0, {}]]], "shared_object_id": 424, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2363}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-72"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right2_0", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right2_0", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 425}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 426}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 427}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 428}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right2_0", 0, 0, {}]]], "shared_object_id": 429, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2364}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-149"_tf_keras_layer*�{"name": "normal_left3_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left3_0", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["normal_bn_1_0", 0, 0, {}]]], "shared_object_id": 430, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2365}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-150"_tf_keras_layer*�{"name": "normal_left4_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left4_0", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_0", 0, 0, {}]]], "shared_object_id": 431, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2366}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-151"_tf_keras_layer*�{"name": "normal_right4_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_right4_0", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_0", 0, 0, {}]]], "shared_object_id": 432, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2367}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-73"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left5_0", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left5_0", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 433}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 434}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 435}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 436}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left5_0", 0, 0, {}]]], "shared_object_id": 437, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2368}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-153"_tf_keras_layer*�{"name": "normal_add_1_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_1_0", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left1_0", 0, 0, {}], ["separable_conv_2_bn_normal_right1_0", 0, 0, {}]]], "shared_object_id": 438, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-154"_tf_keras_layer*�{"name": "normal_add_2_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_2_0", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left2_0", 0, 0, {}], ["separable_conv_2_bn_normal_right2_0", 0, 0, {}]]], "shared_object_id": 439, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-155"_tf_keras_layer*�{"name": "normal_add_3_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_3_0", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left3_0", 0, 0, {}], ["adjust_bn_0", 0, 0, {}]]], "shared_object_id": 440, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-156"_tf_keras_layer*�{"name": "normal_add_4_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_4_0", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left4_0", 0, 0, {}], ["normal_right4_0", 0, 0, {}]]], "shared_object_id": 441, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-157"_tf_keras_layer*�{"name": "normal_add_5_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_5_0", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left5_0", 0, 0, {}], ["normal_bn_1_0", 0, 0, {}]]], "shared_object_id": 442, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-158"_tf_keras_layer*�{"name": "normal_concat_0", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "normal_concat_0", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["adjust_bn_0", 0, 0, {}], ["normal_add_1_0", 0, 0, {}], ["normal_add_2_0", 0, 0, {}], ["normal_add_3_0", 0, 0, {}], ["normal_add_4_0", 0, 0, {}], ["normal_add_5_0", 0, 0, {}]]], "shared_object_id": 443, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-159"_tf_keras_layer*�{"name": "activation_33", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_33", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["reduction_concat_stem_2", 0, 0, {}]]], "shared_object_id": 444, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 88]}}2 ��#root.layer_with_weights-0.layer-160"_tf_keras_layer*�{"name": "activation_34", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_34", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_0", 0, 0, {}]]], "shared_object_id": 445, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 264]}}2 � �/root.layer_with_weights-0.layer_with_weights-74"_tf_keras_layer*� {"name": "adjust_conv_projection_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "adjust_conv_projection_1", "trainable": true, "dtype": "float32", "filters": 44, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 446}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 447}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_33", 0, 0, {}]]], "shared_object_id": 448, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 88}}, "shared_object_id": 2369}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 88]}}2 � �/root.layer_with_weights-0.layer_with_weights-75"_tf_keras_layer*� {"name": "normal_conv_1_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "normal_conv_1_1", "trainable": true, "dtype": "float32", "filters": 44, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 449}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 450}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_34", 0, 0, {}]]], "shared_object_id": 451, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 264}}, "shared_object_id": 2370}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 264]}}2 � �/root.layer_with_weights-0.layer_with_weights-76"_tf_keras_layer*� {"name": "adjust_bn_1", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "adjust_bn_1", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 452}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 453}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 454}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 455}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["adjust_conv_projection_1", 0, 0, {}]]], "shared_object_id": 456, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2371}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-77"_tf_keras_layer*� {"name": "normal_bn_1_1", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "normal_bn_1_1", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 457}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 458}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 459}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 460}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["normal_conv_1_1", 0, 0, {}]]], "shared_object_id": 461, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2372}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-165"_tf_keras_layer*�{"name": "activation_35", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_35", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_1", 0, 0, {}]]], "shared_object_id": 462, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-166"_tf_keras_layer*�{"name": "activation_37", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_37", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_1", 0, 0, {}]]], "shared_object_id": 463, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-167"_tf_keras_layer*�{"name": "activation_39", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_39", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_1", 0, 0, {}]]], "shared_object_id": 464, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-168"_tf_keras_layer*�{"name": "activation_41", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_41", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_1", 0, 0, {}]]], "shared_object_id": 465, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-169"_tf_keras_layer*�{"name": "activation_43", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_43", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_1", 0, 0, {}]]], "shared_object_id": 466, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-78"_tf_keras_layer*� {"name": "separable_conv_1_normal_left1_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left1_1", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 470}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 469}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 467}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 468}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_35", 0, 0, {}]]], "shared_object_id": 471, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2373}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-79"_tf_keras_layer*� {"name": "separable_conv_1_normal_right1_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right1_1", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 475}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 474}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 472}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 473}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_37", 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": {"-1": 44}}, "shared_object_id": 2374}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-80"_tf_keras_layer*� {"name": "separable_conv_1_normal_left2_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left2_1", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 480}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 479}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 477}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 478}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_39", 0, 0, {}]]], "shared_object_id": 481, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2375}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-81"_tf_keras_layer*� {"name": "separable_conv_1_normal_right2_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right2_1", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 485}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 484}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 482}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 483}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_41", 0, 0, {}]]], "shared_object_id": 486, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2376}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-82"_tf_keras_layer*� {"name": "separable_conv_1_normal_left5_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left5_1", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 490}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 489}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 487}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 488}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_43", 0, 0, {}]]], "shared_object_id": 491, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2377}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-83"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left1_1", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left1_1", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 492}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 493}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 494}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 495}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left1_1", 0, 0, {}]]], "shared_object_id": 496, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2378}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-84"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right1_1", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right1_1", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 497}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 498}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 499}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 500}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right1_1", 0, 0, {}]]], "shared_object_id": 501, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2379}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-85"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left2_1", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left2_1", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 502}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 503}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 504}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 505}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left2_1", 0, 0, {}]]], "shared_object_id": 506, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2380}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-86"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right2_1", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right2_1", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 507}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 508}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 509}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 510}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right2_1", 0, 0, {}]]], "shared_object_id": 511, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2381}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-87"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left5_1", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left5_1", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 512}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 513}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 514}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 515}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left5_1", 0, 0, {}]]], "shared_object_id": 516, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2382}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-180"_tf_keras_layer*�{"name": "activation_36", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_36", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left1_1", 0, 0, {}]]], "shared_object_id": 517, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-181"_tf_keras_layer*�{"name": "activation_38", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_38", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right1_1", 0, 0, {}]]], "shared_object_id": 518, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-182"_tf_keras_layer*�{"name": "activation_40", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_40", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left2_1", 0, 0, {}]]], "shared_object_id": 519, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-183"_tf_keras_layer*�{"name": "activation_42", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_42", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right2_1", 0, 0, {}]]], "shared_object_id": 520, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-184"_tf_keras_layer*�{"name": "activation_44", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_44", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left5_1", 0, 0, {}]]], "shared_object_id": 521, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-88"_tf_keras_layer*� {"name": "separable_conv_2_normal_left1_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left1_1", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 525}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 524}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 522}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 523}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_36", 0, 0, {}]]], "shared_object_id": 526, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2383}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-89"_tf_keras_layer*� {"name": "separable_conv_2_normal_right1_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right1_1", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 530}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 529}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 527}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 528}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_38", 0, 0, {}]]], "shared_object_id": 531, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2384}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-90"_tf_keras_layer*� {"name": "separable_conv_2_normal_left2_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left2_1", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 535}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 534}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 532}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 533}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_40", 0, 0, {}]]], "shared_object_id": 536, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2385}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-91"_tf_keras_layer*� {"name": "separable_conv_2_normal_right2_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right2_1", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 540}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 539}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 537}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 538}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_42", 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": {"-1": 44}}, "shared_object_id": 2386}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-92"_tf_keras_layer*� {"name": "separable_conv_2_normal_left5_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left5_1", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 545}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 544}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 542}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 543}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_44", 0, 0, {}]]], "shared_object_id": 546, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2387}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-93"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left1_1", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left1_1", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "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": [[["separable_conv_2_normal_left1_1", 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": 44}}, "shared_object_id": 2388}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-94"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right1_1", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right1_1", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 552}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 553}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 554}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 555}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right1_1", 0, 0, {}]]], "shared_object_id": 556, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2389}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-95"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left2_1", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left2_1", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "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": [[["separable_conv_2_normal_left2_1", 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": 44}}, "shared_object_id": 2390}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-96"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right2_1", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right2_1", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 562}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 563}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 564}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 565}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right2_1", 0, 0, {}]]], "shared_object_id": 566, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2391}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-194"_tf_keras_layer*�{"name": "normal_left3_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left3_1", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["normal_bn_1_1", 0, 0, {}]]], "shared_object_id": 567, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2392}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-195"_tf_keras_layer*�{"name": "normal_left4_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left4_1", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_1", 0, 0, {}]]], "shared_object_id": 568, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2393}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-196"_tf_keras_layer*�{"name": "normal_right4_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_right4_1", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_1", 0, 0, {}]]], "shared_object_id": 569, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2394}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �/root.layer_with_weights-0.layer_with_weights-97"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left5_1", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left5_1", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 570}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 571}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 572}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 573}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left5_1", 0, 0, {}]]], "shared_object_id": 574, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2395}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-198"_tf_keras_layer*�{"name": "normal_add_1_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_1_1", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left1_1", 0, 0, {}], ["separable_conv_2_bn_normal_right1_1", 0, 0, {}]]], "shared_object_id": 575, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-199"_tf_keras_layer*�{"name": "normal_add_2_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_2_1", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left2_1", 0, 0, {}], ["separable_conv_2_bn_normal_right2_1", 0, 0, {}]]], "shared_object_id": 576, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-200"_tf_keras_layer*�{"name": "normal_add_3_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_3_1", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left3_1", 0, 0, {}], ["adjust_bn_1", 0, 0, {}]]], "shared_object_id": 577, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-201"_tf_keras_layer*�{"name": "normal_add_4_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_4_1", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left4_1", 0, 0, {}], ["normal_right4_1", 0, 0, {}]]], "shared_object_id": 578, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-202"_tf_keras_layer*�{"name": "normal_add_5_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_5_1", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left5_1", 0, 0, {}], ["normal_bn_1_1", 0, 0, {}]]], "shared_object_id": 579, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-203"_tf_keras_layer*�{"name": "normal_concat_1", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "normal_concat_1", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["adjust_bn_1", 0, 0, {}], ["normal_add_1_1", 0, 0, {}], ["normal_add_2_1", 0, 0, {}], ["normal_add_3_1", 0, 0, {}], ["normal_add_4_1", 0, 0, {}], ["normal_add_5_1", 0, 0, {}]]], "shared_object_id": 580, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-204"_tf_keras_layer*�{"name": "activation_45", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_45", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_0", 0, 0, {}]]], "shared_object_id": 581, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 264]}}2 ��#root.layer_with_weights-0.layer-205"_tf_keras_layer*�{"name": "activation_46", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_46", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_1", 0, 0, {}]]], "shared_object_id": 582, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 264]}}2 � �/root.layer_with_weights-0.layer_with_weights-98"_tf_keras_layer*� {"name": "adjust_conv_projection_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "adjust_conv_projection_2", "trainable": true, "dtype": "float32", "filters": 44, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 583}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 584}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_45", 0, 0, {}]]], "shared_object_id": 585, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 264}}, "shared_object_id": 2396}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 264]}}2 � �/root.layer_with_weights-0.layer_with_weights-99"_tf_keras_layer*� {"name": "normal_conv_1_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "normal_conv_1_2", "trainable": true, "dtype": "float32", "filters": 44, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 586}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 587}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_46", 0, 0, {}]]], "shared_object_id": 588, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 264}}, "shared_object_id": 2397}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 264]}}2 � �0root.layer_with_weights-0.layer_with_weights-100"_tf_keras_layer*� {"name": "adjust_bn_2", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "adjust_bn_2", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 589}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 590}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 591}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 592}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["adjust_conv_projection_2", 0, 0, {}]]], "shared_object_id": 593, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2398}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-101"_tf_keras_layer*� {"name": "normal_bn_1_2", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "normal_bn_1_2", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 594}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 595}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 596}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 597}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["normal_conv_1_2", 0, 0, {}]]], "shared_object_id": 598, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2399}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-210"_tf_keras_layer*�{"name": "activation_47", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_47", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_2", 0, 0, {}]]], "shared_object_id": 599, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-211"_tf_keras_layer*�{"name": "activation_49", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_49", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_2", 0, 0, {}]]], "shared_object_id": 600, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-212"_tf_keras_layer*�{"name": "activation_51", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_51", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_2", 0, 0, {}]]], "shared_object_id": 601, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-213"_tf_keras_layer*�{"name": "activation_53", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_53", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_2", 0, 0, {}]]], "shared_object_id": 602, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-214"_tf_keras_layer*�{"name": "activation_55", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_55", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_2", 0, 0, {}]]], "shared_object_id": 603, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-102"_tf_keras_layer*� {"name": "separable_conv_1_normal_left1_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left1_2", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 607}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 606}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 604}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 605}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_47", 0, 0, {}]]], "shared_object_id": 608, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2400}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-103"_tf_keras_layer*� {"name": "separable_conv_1_normal_right1_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right1_2", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 612}, "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, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 609}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 610}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_49", 0, 0, {}]]], "shared_object_id": 613, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2401}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-104"_tf_keras_layer*� {"name": "separable_conv_1_normal_left2_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left2_2", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 617}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 616}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 614}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 615}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_51", 0, 0, {}]]], "shared_object_id": 618, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2402}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-105"_tf_keras_layer*� {"name": "separable_conv_1_normal_right2_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right2_2", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 622}, "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, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 619}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 620}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_53", 0, 0, {}]]], "shared_object_id": 623, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2403}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-106"_tf_keras_layer*� {"name": "separable_conv_1_normal_left5_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left5_2", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 627}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 626}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 624}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 625}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_55", 0, 0, {}]]], "shared_object_id": 628, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2404}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-107"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left1_2", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left1_2", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 629}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 630}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 631}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 632}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left1_2", 0, 0, {}]]], "shared_object_id": 633, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2405}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-108"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right1_2", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right1_2", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 634}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 635}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 636}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 637}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right1_2", 0, 0, {}]]], "shared_object_id": 638, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2406}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-109"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left2_2", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left2_2", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 639}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 640}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 641}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 642}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left2_2", 0, 0, {}]]], "shared_object_id": 643, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2407}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-110"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right2_2", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right2_2", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 644}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 645}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 646}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 647}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right2_2", 0, 0, {}]]], "shared_object_id": 648, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2408}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-111"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left5_2", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left5_2", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 649}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 650}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 651}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 652}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left5_2", 0, 0, {}]]], "shared_object_id": 653, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2409}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-225"_tf_keras_layer*�{"name": "activation_48", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_48", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left1_2", 0, 0, {}]]], "shared_object_id": 654, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-226"_tf_keras_layer*�{"name": "activation_50", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_50", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right1_2", 0, 0, {}]]], "shared_object_id": 655, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-227"_tf_keras_layer*�{"name": "activation_52", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_52", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left2_2", 0, 0, {}]]], "shared_object_id": 656, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-228"_tf_keras_layer*�{"name": "activation_54", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_54", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right2_2", 0, 0, {}]]], "shared_object_id": 657, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-229"_tf_keras_layer*�{"name": "activation_56", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_56", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left5_2", 0, 0, {}]]], "shared_object_id": 658, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-112"_tf_keras_layer*� {"name": "separable_conv_2_normal_left1_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left1_2", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 662}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 661}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 659}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 660}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_48", 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": {"-1": 44}}, "shared_object_id": 2410}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-113"_tf_keras_layer*� {"name": "separable_conv_2_normal_right1_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right1_2", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 667}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 666}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 664}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 665}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_50", 0, 0, {}]]], "shared_object_id": 668, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2411}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-114"_tf_keras_layer*� {"name": "separable_conv_2_normal_left2_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left2_2", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 672}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 671}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 669}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 670}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_52", 0, 0, {}]]], "shared_object_id": 673, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2412}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-115"_tf_keras_layer*� {"name": "separable_conv_2_normal_right2_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right2_2", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 677}, "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, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 674}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 675}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_54", 0, 0, {}]]], "shared_object_id": 678, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2413}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-116"_tf_keras_layer*� {"name": "separable_conv_2_normal_left5_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left5_2", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 682}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 681}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 679}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 680}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_56", 0, 0, {}]]], "shared_object_id": 683, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2414}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-117"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left1_2", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left1_2", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 684}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 685}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 686}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 687}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left1_2", 0, 0, {}]]], "shared_object_id": 688, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2415}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-118"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right1_2", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right1_2", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 689}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 690}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 691}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 692}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right1_2", 0, 0, {}]]], "shared_object_id": 693, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2416}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-119"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left2_2", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left2_2", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 694}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 695}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 696}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 697}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left2_2", 0, 0, {}]]], "shared_object_id": 698, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2417}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-120"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right2_2", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right2_2", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 699}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 700}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 701}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 702}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right2_2", 0, 0, {}]]], "shared_object_id": 703, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2418}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-239"_tf_keras_layer*�{"name": "normal_left3_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left3_2", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["normal_bn_1_2", 0, 0, {}]]], "shared_object_id": 704, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2419}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-240"_tf_keras_layer*�{"name": "normal_left4_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left4_2", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_2", 0, 0, {}]]], "shared_object_id": 705, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2420}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-241"_tf_keras_layer*�{"name": "normal_right4_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_right4_2", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_2", 0, 0, {}]]], "shared_object_id": 706, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2421}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-121"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left5_2", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left5_2", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 707}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 708}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 709}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 710}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left5_2", 0, 0, {}]]], "shared_object_id": 711, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2422}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-243"_tf_keras_layer*�{"name": "normal_add_1_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_1_2", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left1_2", 0, 0, {}], ["separable_conv_2_bn_normal_right1_2", 0, 0, {}]]], "shared_object_id": 712, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-244"_tf_keras_layer*�{"name": "normal_add_2_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_2_2", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left2_2", 0, 0, {}], ["separable_conv_2_bn_normal_right2_2", 0, 0, {}]]], "shared_object_id": 713, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-245"_tf_keras_layer*�{"name": "normal_add_3_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_3_2", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left3_2", 0, 0, {}], ["adjust_bn_2", 0, 0, {}]]], "shared_object_id": 714, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-246"_tf_keras_layer*�{"name": "normal_add_4_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_4_2", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left4_2", 0, 0, {}], ["normal_right4_2", 0, 0, {}]]], "shared_object_id": 715, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-247"_tf_keras_layer*�{"name": "normal_add_5_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_5_2", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left5_2", 0, 0, {}], ["normal_bn_1_2", 0, 0, {}]]], "shared_object_id": 716, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-248"_tf_keras_layer*�{"name": "normal_concat_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "normal_concat_2", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["adjust_bn_2", 0, 0, {}], ["normal_add_1_2", 0, 0, {}], ["normal_add_2_2", 0, 0, {}], ["normal_add_3_2", 0, 0, {}], ["normal_add_4_2", 0, 0, {}], ["normal_add_5_2", 0, 0, {}]]], "shared_object_id": 717, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-249"_tf_keras_layer*�{"name": "activation_57", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_57", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_1", 0, 0, {}]]], "shared_object_id": 718, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 264]}}2 ��#root.layer_with_weights-0.layer-250"_tf_keras_layer*�{"name": "activation_58", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_58", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_2", 0, 0, {}]]], "shared_object_id": 719, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 264]}}2 � �0root.layer_with_weights-0.layer_with_weights-122"_tf_keras_layer*� {"name": "adjust_conv_projection_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "adjust_conv_projection_3", "trainable": true, "dtype": "float32", "filters": 44, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 720}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 721}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_57", 0, 0, {}]]], "shared_object_id": 722, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 264}}, "shared_object_id": 2423}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 264]}}2 � �0root.layer_with_weights-0.layer_with_weights-123"_tf_keras_layer*� {"name": "normal_conv_1_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "normal_conv_1_3", "trainable": true, "dtype": "float32", "filters": 44, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 723}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 724}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_58", 0, 0, {}]]], "shared_object_id": 725, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 264}}, "shared_object_id": 2424}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 264]}}2 � �0root.layer_with_weights-0.layer_with_weights-124"_tf_keras_layer*� {"name": "adjust_bn_3", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "adjust_bn_3", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 726}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 727}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 728}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 729}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["adjust_conv_projection_3", 0, 0, {}]]], "shared_object_id": 730, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2425}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-125"_tf_keras_layer*� {"name": "normal_bn_1_3", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "normal_bn_1_3", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 731}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 732}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 733}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 734}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["normal_conv_1_3", 0, 0, {}]]], "shared_object_id": 735, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2426}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-255"_tf_keras_layer*�{"name": "activation_59", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_59", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_3", 0, 0, {}]]], "shared_object_id": 736, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-256"_tf_keras_layer*�{"name": "activation_61", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_61", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_3", 0, 0, {}]]], "shared_object_id": 737, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-257"_tf_keras_layer*�{"name": "activation_63", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_63", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_3", 0, 0, {}]]], "shared_object_id": 738, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-258"_tf_keras_layer*�{"name": "activation_65", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_65", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_3", 0, 0, {}]]], "shared_object_id": 739, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-259"_tf_keras_layer*�{"name": "activation_67", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_67", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_3", 0, 0, {}]]], "shared_object_id": 740, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-126"_tf_keras_layer*� {"name": "separable_conv_1_normal_left1_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left1_3", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 744}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 743}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 741}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 742}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_59", 0, 0, {}]]], "shared_object_id": 745, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2427}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-127"_tf_keras_layer*� {"name": "separable_conv_1_normal_right1_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right1_3", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 749}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 748}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 746}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 747}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_61", 0, 0, {}]]], "shared_object_id": 750, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2428}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-128"_tf_keras_layer*� {"name": "separable_conv_1_normal_left2_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left2_3", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 754}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 753}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 751}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 752}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_63", 0, 0, {}]]], "shared_object_id": 755, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2429}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-129"_tf_keras_layer*� {"name": "separable_conv_1_normal_right2_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right2_3", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 759}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 758}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 756}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 757}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_65", 0, 0, {}]]], "shared_object_id": 760, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2430}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-130"_tf_keras_layer*� {"name": "separable_conv_1_normal_left5_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left5_3", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 764}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 763}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 761}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 762}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_67", 0, 0, {}]]], "shared_object_id": 765, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2431}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-131"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left1_3", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left1_3", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 766}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 767}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 768}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 769}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left1_3", 0, 0, {}]]], "shared_object_id": 770, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2432}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-132"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right1_3", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right1_3", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 771}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 772}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 773}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 774}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right1_3", 0, 0, {}]]], "shared_object_id": 775, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2433}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-133"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left2_3", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left2_3", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 776}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 777}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 778}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 779}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left2_3", 0, 0, {}]]], "shared_object_id": 780, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2434}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-134"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right2_3", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right2_3", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 781}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 782}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 783}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 784}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right2_3", 0, 0, {}]]], "shared_object_id": 785, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2435}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-135"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left5_3", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left5_3", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 786}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 787}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 788}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 789}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left5_3", 0, 0, {}]]], "shared_object_id": 790, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2436}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-270"_tf_keras_layer*�{"name": "activation_60", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_60", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left1_3", 0, 0, {}]]], "shared_object_id": 791, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-271"_tf_keras_layer*�{"name": "activation_62", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_62", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right1_3", 0, 0, {}]]], "shared_object_id": 792, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-272"_tf_keras_layer*�{"name": "activation_64", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_64", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left2_3", 0, 0, {}]]], "shared_object_id": 793, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-273"_tf_keras_layer*�{"name": "activation_66", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_66", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right2_3", 0, 0, {}]]], "shared_object_id": 794, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-274"_tf_keras_layer*�{"name": "activation_68", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_68", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left5_3", 0, 0, {}]]], "shared_object_id": 795, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-136"_tf_keras_layer*� {"name": "separable_conv_2_normal_left1_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left1_3", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 799}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 798}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 796}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 797}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_60", 0, 0, {}]]], "shared_object_id": 800, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2437}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-137"_tf_keras_layer*� {"name": "separable_conv_2_normal_right1_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right1_3", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 804}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 803}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 801}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 802}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_62", 0, 0, {}]]], "shared_object_id": 805, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2438}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-138"_tf_keras_layer*� {"name": "separable_conv_2_normal_left2_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left2_3", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 809}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 808}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 806}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 807}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_64", 0, 0, {}]]], "shared_object_id": 810, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2439}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-139"_tf_keras_layer*� {"name": "separable_conv_2_normal_right2_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right2_3", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 814}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 813}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 811}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 812}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_66", 0, 0, {}]]], "shared_object_id": 815, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2440}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-140"_tf_keras_layer*� {"name": "separable_conv_2_normal_left5_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left5_3", "trainable": true, "dtype": "float32", "filters": 44, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 819}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 818}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 816}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 817}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_68", 0, 0, {}]]], "shared_object_id": 820, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 44}}, "shared_object_id": 2441}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-141"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left1_3", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left1_3", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 821}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 822}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 823}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 824}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left1_3", 0, 0, {}]]], "shared_object_id": 825, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2442}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-142"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right1_3", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right1_3", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 826}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 827}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 828}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 829}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right1_3", 0, 0, {}]]], "shared_object_id": 830, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2443}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-143"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left2_3", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left2_3", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 831}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 832}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 833}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 834}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left2_3", 0, 0, {}]]], "shared_object_id": 835, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2444}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-144"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right2_3", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right2_3", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 836}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 837}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 838}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 839}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right2_3", 0, 0, {}]]], "shared_object_id": 840, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2445}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-284"_tf_keras_layer*�{"name": "normal_left3_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left3_3", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["normal_bn_1_3", 0, 0, {}]]], "shared_object_id": 841, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2446}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-285"_tf_keras_layer*�{"name": "normal_left4_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left4_3", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_3", 0, 0, {}]]], "shared_object_id": 842, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2447}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-286"_tf_keras_layer*�{"name": "normal_right4_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_right4_3", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_3", 0, 0, {}]]], "shared_object_id": 843, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2448}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 � �0root.layer_with_weights-0.layer_with_weights-145"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left5_3", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left5_3", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 844}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 845}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 846}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 847}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left5_3", 0, 0, {}]]], "shared_object_id": 848, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 44}}, "shared_object_id": 2449}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 44]}}2 ��#root.layer_with_weights-0.layer-288"_tf_keras_layer*�{"name": "normal_add_1_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_1_3", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left1_3", 0, 0, {}], ["separable_conv_2_bn_normal_right1_3", 0, 0, {}]]], "shared_object_id": 849, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-289"_tf_keras_layer*�{"name": "normal_add_2_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_2_3", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left2_3", 0, 0, {}], ["separable_conv_2_bn_normal_right2_3", 0, 0, {}]]], "shared_object_id": 850, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-290"_tf_keras_layer*�{"name": "normal_add_3_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_3_3", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left3_3", 0, 0, {}], ["adjust_bn_3", 0, 0, {}]]], "shared_object_id": 851, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-291"_tf_keras_layer*�{"name": "normal_add_4_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_4_3", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left4_3", 0, 0, {}], ["normal_right4_3", 0, 0, {}]]], "shared_object_id": 852, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-292"_tf_keras_layer*�{"name": "normal_add_5_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_5_3", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left5_3", 0, 0, {}], ["normal_bn_1_3", 0, 0, {}]]], "shared_object_id": 853, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-293"_tf_keras_layer*�{"name": "normal_concat_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "normal_concat_3", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["adjust_bn_3", 0, 0, {}], ["normal_add_1_3", 0, 0, {}], ["normal_add_2_3", 0, 0, {}], ["normal_add_3_3", 0, 0, {}], ["normal_add_4_3", 0, 0, {}], ["normal_add_5_3", 0, 0, {}]]], "shared_object_id": 854, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}, {"class_name": "TensorShape", "items": [null, 20, 20, 44]}]}2 ��#root.layer_with_weights-0.layer-294"_tf_keras_layer*�{"name": "activation_70", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_70", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_3", 0, 0, {}]]], "shared_object_id": 855, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 264]}}2 ��#root.layer_with_weights-0.layer-295"_tf_keras_layer*�{"name": "activation_69", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_69", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_2", 0, 0, {}]]], "shared_object_id": 856, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 264]}}2 � �0root.layer_with_weights-0.layer_with_weights-146"_tf_keras_layer*� {"name": "reduction_conv_1_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "reduction_conv_1_reduce_4", "trainable": true, "dtype": "float32", "filters": 88, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 857}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 858}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_70", 0, 0, {}]]], "shared_object_id": 859, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 264}}, "shared_object_id": 2450}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 264]}}2 � �0root.layer_with_weights-0.layer_with_weights-147"_tf_keras_layer*� {"name": "adjust_conv_projection_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "adjust_conv_projection_reduce_4", "trainable": true, "dtype": "float32", "filters": 88, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 860}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 861}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_69", 0, 0, {}]]], "shared_object_id": 862, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 264}}, "shared_object_id": 2451}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 264]}}2 � �0root.layer_with_weights-0.layer_with_weights-148"_tf_keras_layer*� {"name": "reduction_bn_1_reduce_4", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "reduction_bn_1_reduce_4", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 863}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 864}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 865}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 866}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["reduction_conv_1_reduce_4", 0, 0, {}]]], "shared_object_id": 867, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2452}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-149"_tf_keras_layer*� {"name": "adjust_bn_reduce_4", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "adjust_bn_reduce_4", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 868}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 869}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 870}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 871}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["adjust_conv_projection_reduce_4", 0, 0, {}]]], "shared_object_id": 872, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2453}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 88]}}2 ��#root.layer_with_weights-0.layer-300"_tf_keras_layer*�{"name": "activation_71", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_71", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["reduction_bn_1_reduce_4", 0, 0, {}]]], "shared_object_id": 873, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 88]}}2 ��#root.layer_with_weights-0.layer-301"_tf_keras_layer*�{"name": "activation_73", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_73", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_reduce_4", 0, 0, {}]]], "shared_object_id": 874, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 88]}}2 ��#root.layer_with_weights-0.layer-302"_tf_keras_layer*�{"name": "separable_conv_1_pad_reduction_left1_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ZeroPadding2D", "config": {"name": "separable_conv_1_pad_reduction_left1_reduce_4", "trainable": true, "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": [[["activation_71", 0, 0, {}]]], "shared_object_id": 875, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2454}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 88]}}2 ��#root.layer_with_weights-0.layer-303"_tf_keras_layer*�{"name": "separable_conv_1_pad_reduction_right1_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ZeroPadding2D", "config": {"name": "separable_conv_1_pad_reduction_right1_reduce_4", "trainable": true, "dtype": "float32", "padding": {"class_name": "__tuple__", "items": [{"class_name": "__tuple__", "items": [2, 3]}, {"class_name": "__tuple__", "items": [2, 3]}]}, "data_format": "channels_last"}, "inbound_nodes": [[["activation_73", 0, 0, {}]]], "shared_object_id": 876, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2455}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 88]}}2 ��0root.layer_with_weights-0.layer_with_weights-150"_tf_keras_layer*� {"name": "separable_conv_1_reduction_left1_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_reduction_left1_reduce_4", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 880}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 879}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 877}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 878}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["separable_conv_1_pad_reduction_left1_reduce_4", 0, 0, {}]]], "shared_object_id": 881, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2456}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 23, 23, 88]}}2 ��0root.layer_with_weights-0.layer_with_weights-151"_tf_keras_layer*� {"name": "separable_conv_1_reduction_right1_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_reduction_right1_reduce_4", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [7, 7]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 885}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 884}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 882}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 883}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["separable_conv_1_pad_reduction_right1_reduce_4", 0, 0, {}]]], "shared_object_id": 886, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2457}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-152"_tf_keras_layer*� {"name": "separable_conv_1_bn_reduction_left1_reduce_4", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_reduction_left1_reduce_4", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 887}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 888}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 889}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 890}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_reduction_left1_reduce_4", 0, 0, {}]]], "shared_object_id": 891, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2458}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-153"_tf_keras_layer*� {"name": "separable_conv_1_bn_reduction_right1_reduce_4", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_reduction_right1_reduce_4", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 892}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 893}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 894}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 895}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_reduction_right1_reduce_4", 0, 0, {}]]], "shared_object_id": 896, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2459}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-308"_tf_keras_layer*�{"name": "activation_72", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_72", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_reduction_left1_reduce_4", 0, 0, {}]]], "shared_object_id": 897, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-309"_tf_keras_layer*�{"name": "activation_74", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_74", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_reduction_right1_reduce_4", 0, 0, {}]]], "shared_object_id": 898, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��0root.layer_with_weights-0.layer_with_weights-154"_tf_keras_layer*� {"name": "separable_conv_2_reduction_left1_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_reduction_left1_reduce_4", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 902}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 901}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 899}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 900}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_72", 0, 0, {}]]], "shared_object_id": 903, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2460}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��0root.layer_with_weights-0.layer_with_weights-155"_tf_keras_layer*� {"name": "separable_conv_2_reduction_right1_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_reduction_right1_reduce_4", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [7, 7]}, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 907}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 906}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 904}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 905}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_74", 0, 0, {}]]], "shared_object_id": 908, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2461}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-312"_tf_keras_layer*�{"name": "activation_75", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_75", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_reduce_4", 0, 0, {}]]], "shared_object_id": 909, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-156"_tf_keras_layer*� {"name": "separable_conv_2_bn_reduction_left1_reduce_4", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_reduction_left1_reduce_4", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 910}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 911}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 912}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 913}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_reduction_left1_reduce_4", 0, 0, {}]]], "shared_object_id": 914, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2462}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-157"_tf_keras_layer*� {"name": "separable_conv_2_bn_reduction_right1_reduce_4", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_reduction_right1_reduce_4", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 915}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 916}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 917}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 918}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_reduction_right1_reduce_4", 0, 0, {}]]], "shared_object_id": 919, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2463}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-315"_tf_keras_layer*�{"name": "separable_conv_1_pad_reduction_right2_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ZeroPadding2D", "config": {"name": "separable_conv_1_pad_reduction_right2_reduce_4", "trainable": true, "dtype": "float32", "padding": {"class_name": "__tuple__", "items": [{"class_name": "__tuple__", "items": [2, 3]}, {"class_name": "__tuple__", "items": [2, 3]}]}, "data_format": "channels_last"}, "inbound_nodes": [[["activation_75", 0, 0, {}]]], "shared_object_id": 920, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2464}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 88]}}2 ��#root.layer_with_weights-0.layer-316"_tf_keras_layer*�{"name": "activation_77", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_77", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_reduce_4", 0, 0, {}]]], "shared_object_id": 921, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 88]}}2 ��#root.layer_with_weights-0.layer-317"_tf_keras_layer*�{"name": "reduction_add_1_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "reduction_add_1_reduce_4", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_reduction_left1_reduce_4", 0, 0, {}], ["separable_conv_2_bn_reduction_right1_reduce_4", 0, 0, {}]]], "shared_object_id": 922, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��0root.layer_with_weights-0.layer_with_weights-158"_tf_keras_layer*� {"name": "separable_conv_1_reduction_right2_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_reduction_right2_reduce_4", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [7, 7]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 926}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 925}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 923}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 924}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["separable_conv_1_pad_reduction_right2_reduce_4", 0, 0, {}]]], "shared_object_id": 927, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2465}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 25, 25, 88]}}2 ��#root.layer_with_weights-0.layer-319"_tf_keras_layer*�{"name": "separable_conv_1_pad_reduction_right3_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ZeroPadding2D", "config": {"name": "separable_conv_1_pad_reduction_right3_reduce_4", "trainable": true, "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": [[["activation_77", 0, 0, {}]]], "shared_object_id": 928, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2466}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 88]}}2 ��#root.layer_with_weights-0.layer-320"_tf_keras_layer*�{"name": "activation_79", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_79", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["reduction_add_1_reduce_4", 0, 0, {}]]], "shared_object_id": 929, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-159"_tf_keras_layer*� {"name": "separable_conv_1_bn_reduction_right2_reduce_4", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_reduction_right2_reduce_4", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 930}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 931}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 932}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 933}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_reduction_right2_reduce_4", 0, 0, {}]]], "shared_object_id": 934, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2467}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��0root.layer_with_weights-0.layer_with_weights-160"_tf_keras_layer*� {"name": "separable_conv_1_reduction_right3_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_reduction_right3_reduce_4", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 938}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 937}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 935}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 936}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["separable_conv_1_pad_reduction_right3_reduce_4", 0, 0, {}]]], "shared_object_id": 939, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2468}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 23, 23, 88]}}2 ��0root.layer_with_weights-0.layer_with_weights-161"_tf_keras_layer*� {"name": "separable_conv_1_reduction_left4_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_reduction_left4_reduce_4", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 943}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 942}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 940}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 941}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_79", 0, 0, {}]]], "shared_object_id": 944, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2469}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-324"_tf_keras_layer*�{"name": "activation_76", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_76", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_reduction_right2_reduce_4", 0, 0, {}]]], "shared_object_id": 945, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-162"_tf_keras_layer*� {"name": "separable_conv_1_bn_reduction_right3_reduce_4", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_reduction_right3_reduce_4", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 946}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 947}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 948}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 949}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_reduction_right3_reduce_4", 0, 0, {}]]], "shared_object_id": 950, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2470}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-163"_tf_keras_layer*� {"name": "separable_conv_1_bn_reduction_left4_reduce_4", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_reduction_left4_reduce_4", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 951}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 952}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 953}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 954}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_reduction_left4_reduce_4", 0, 0, {}]]], "shared_object_id": 955, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2471}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-327"_tf_keras_layer*�{"name": "reduction_pad_1_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ZeroPadding2D", "config": {"name": "reduction_pad_1_reduce_4", "trainable": true, "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": [[["reduction_bn_1_reduce_4", 0, 0, {}]]], "shared_object_id": 956, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2472}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 88]}}2 ��0root.layer_with_weights-0.layer_with_weights-164"_tf_keras_layer*� {"name": "separable_conv_2_reduction_right2_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_reduction_right2_reduce_4", "trainable": true, "dtype": "float32", "filters": 88, "kernel_size": {"class_name": "__tuple__", "items": [7, 7]}, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 960}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 959}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 957}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 958}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_76", 0, 0, {}]]], "shared_object_id": 961, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2473}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-329"_tf_keras_layer*�{"name": "activation_78", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_78", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_reduction_right3_reduce_4", 0, 0, {}]]], "shared_object_id": 962, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-330"_tf_keras_layer*�{"name": "activation_80", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_80", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_reduction_left4_reduce_4", 0, 0, {}]]], "shared_object_id": 963, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-331"_tf_keras_layer*�{"name": "reduction_left2_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "MaxPooling2D", "config": {"name": "reduction_left2_reduce_4", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["reduction_pad_1_reduce_4", 0, 0, {}]]], "shared_object_id": 964, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2474}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 21, 21, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-165"_tf_keras_layer*� {"name": "separable_conv_2_bn_reduction_right2_reduce_4", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_reduction_right2_reduce_4", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 965}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 966}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 967}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 968}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_reduction_right2_reduce_4", 0, 0, {}]]], "shared_object_id": 969, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2475}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��0root.layer_with_weights-0.layer_with_weights-166"_tf_keras_layer*� {"name": "separable_conv_2_reduction_right3_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_reduction_right3_reduce_4", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 973}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 972}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 970}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 971}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_78", 0, 0, {}]]], "shared_object_id": 974, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2476}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��0root.layer_with_weights-0.layer_with_weights-167"_tf_keras_layer*� {"name": "separable_conv_2_reduction_left4_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_reduction_left4_reduce_4", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 978}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 977}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 975}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 976}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_80", 0, 0, {}]]], "shared_object_id": 979, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2477}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-335"_tf_keras_layer*�{"name": "adjust_relu_1_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "adjust_relu_1_5", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_3", 0, 0, {}]]], "shared_object_id": 980, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 264]}}2 ��#root.layer_with_weights-0.layer-336"_tf_keras_layer*�{"name": "reduction_add_2_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "reduction_add_2_reduce_4", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["reduction_left2_reduce_4", 0, 0, {}], ["separable_conv_2_bn_reduction_right2_reduce_4", 0, 0, {}]]], "shared_object_id": 981, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-337"_tf_keras_layer*�{"name": "reduction_left3_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "reduction_left3_reduce_4", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["reduction_pad_1_reduce_4", 0, 0, {}]]], "shared_object_id": 982, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2478}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 21, 21, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-168"_tf_keras_layer*� {"name": "separable_conv_2_bn_reduction_right3_reduce_4", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_reduction_right3_reduce_4", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 983}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 984}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 985}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 986}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_reduction_right3_reduce_4", 0, 0, {}]]], "shared_object_id": 987, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2479}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-339"_tf_keras_layer*�{"name": "reduction_left4_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "reduction_left4_reduce_4", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["reduction_add_1_reduce_4", 0, 0, {}]]], "shared_object_id": 988, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2480}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-169"_tf_keras_layer*� {"name": "separable_conv_2_bn_reduction_left4_reduce_4", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_reduction_left4_reduce_4", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 989}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 990}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 991}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 992}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_reduction_left4_reduce_4", 0, 0, {}]]], "shared_object_id": 993, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2481}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-341"_tf_keras_layer*�{"name": "reduction_right5_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "MaxPooling2D", "config": {"name": "reduction_right5_reduce_4", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["reduction_pad_1_reduce_4", 0, 0, {}]]], "shared_object_id": 994, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2482}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 21, 21, 88]}}2 ��#root.layer_with_weights-0.layer-342"_tf_keras_layer*�{"name": "zero_padding2d_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ZeroPadding2D", "config": {"name": "zero_padding2d_2", "trainable": true, "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": [[["adjust_relu_1_5", 0, 0, {}]]], "shared_object_id": 995, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2483}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 264]}}2 ��#root.layer_with_weights-0.layer-343"_tf_keras_layer*�{"name": "reduction_add3_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "reduction_add3_reduce_4", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["reduction_left3_reduce_4", 0, 0, {}], ["separable_conv_2_bn_reduction_right3_reduce_4", 0, 0, {}]]], "shared_object_id": 996, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-344"_tf_keras_layer*�{"name": "add_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_2", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["reduction_add_2_reduce_4", 0, 0, {}], ["reduction_left4_reduce_4", 0, 0, {}]]], "shared_object_id": 997, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-345"_tf_keras_layer*�{"name": "reduction_add4_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "reduction_add4_reduce_4", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_reduction_left4_reduce_4", 0, 0, {}], ["reduction_right5_reduce_4", 0, 0, {}]]], "shared_object_id": 998, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-346"_tf_keras_layer*�{"name": "cropping2d_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Cropping2D", "config": {"name": "cropping2d_2", "trainable": true, "dtype": "float32", "cropping": {"class_name": "__tuple__", "items": [{"class_name": "__tuple__", "items": [1, 0]}, {"class_name": "__tuple__", "items": [1, 0]}]}, "data_format": "channels_last"}, "inbound_nodes": [[["zero_padding2d_2", 0, 0, {}]]], "shared_object_id": 999, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2484}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 21, 21, 264]}}2 ��#root.layer_with_weights-0.layer-347"_tf_keras_layer*�{"name": "reduction_concat_reduce_4", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "reduction_concat_reduce_4", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["reduction_add_2_reduce_4", 0, 0, {}], ["reduction_add3_reduce_4", 0, 0, {}], ["add_2", 0, 0, {}], ["reduction_add4_reduce_4", 0, 0, {}]]], "shared_object_id": 1000, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-348"_tf_keras_layer*�{"name": "adjust_avg_pool_1_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "adjust_avg_pool_1_5", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_relu_1_5", 0, 0, {}]]], "shared_object_id": 1001, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2485}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 264]}}2 ��#root.layer_with_weights-0.layer-349"_tf_keras_layer*�{"name": "adjust_avg_pool_2_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "adjust_avg_pool_2_5", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["cropping2d_2", 0, 0, {}]]], "shared_object_id": 1002, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2486}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 20, 20, 264]}}2 � �0root.layer_with_weights-0.layer_with_weights-170"_tf_keras_layer*� {"name": "adjust_conv_1_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "adjust_conv_1_5", "trainable": true, "dtype": "float32", "filters": 44, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 1003}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1004}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["adjust_avg_pool_1_5", 0, 0, {}]]], "shared_object_id": 1005, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 264}}, "shared_object_id": 2487}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 264]}}2 � �0root.layer_with_weights-0.layer_with_weights-171"_tf_keras_layer*� {"name": "adjust_conv_2_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "adjust_conv_2_5", "trainable": true, "dtype": "float32", "filters": 44, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 1006}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1007}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["adjust_avg_pool_2_5", 0, 0, {}]]], "shared_object_id": 1008, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 264}}, "shared_object_id": 2488}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 264]}}2 ��#root.layer_with_weights-0.layer-352"_tf_keras_layer*�{"name": "activation_81", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_81", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["reduction_concat_reduce_4", 0, 0, {}]]], "shared_object_id": 1009, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 352]}}2 ��#root.layer_with_weights-0.layer-353"_tf_keras_layer*�{"name": "concatenate_2", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "concatenate_2", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["adjust_conv_1_5", 0, 0, {}], ["adjust_conv_2_5", 0, 0, {}]]], "shared_object_id": 1010, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 44]}, {"class_name": "TensorShape", "items": [null, 10, 10, 44]}]}2 � �0root.layer_with_weights-0.layer_with_weights-172"_tf_keras_layer*� {"name": "normal_conv_1_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "normal_conv_1_5", "trainable": true, "dtype": "float32", "filters": 88, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 1011}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1012}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_81", 0, 0, {}]]], "shared_object_id": 1013, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 352}}, "shared_object_id": 2489}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 352]}}2 � �0root.layer_with_weights-0.layer_with_weights-173"_tf_keras_layer*� {"name": "adjust_bn_5", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "adjust_bn_5", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1014}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1015}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1016}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1017}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["concatenate_2", 0, 0, {}]]], "shared_object_id": 1018, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2490}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-174"_tf_keras_layer*� {"name": "normal_bn_1_5", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "normal_bn_1_5", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1019}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1020}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1021}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1022}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["normal_conv_1_5", 0, 0, {}]]], "shared_object_id": 1023, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2491}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-357"_tf_keras_layer*�{"name": "activation_82", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_82", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_5", 0, 0, {}]]], "shared_object_id": 1024, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-358"_tf_keras_layer*�{"name": "activation_84", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_84", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_5", 0, 0, {}]]], "shared_object_id": 1025, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-359"_tf_keras_layer*�{"name": "activation_86", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_86", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_5", 0, 0, {}]]], "shared_object_id": 1026, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-360"_tf_keras_layer*�{"name": "activation_88", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_88", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_5", 0, 0, {}]]], "shared_object_id": 1027, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-361"_tf_keras_layer*�{"name": "activation_90", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_90", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_5", 0, 0, {}]]], "shared_object_id": 1028, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-175"_tf_keras_layer*� {"name": "separable_conv_1_normal_left1_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left1_5", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1032}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1031}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1029}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1030}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_82", 0, 0, {}]]], "shared_object_id": 1033, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2492}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-176"_tf_keras_layer*� {"name": "separable_conv_1_normal_right1_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right1_5", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1037}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1036}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1034}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1035}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_84", 0, 0, {}]]], "shared_object_id": 1038, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2493}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-177"_tf_keras_layer*� {"name": "separable_conv_1_normal_left2_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left2_5", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1042}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1041}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1039}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1040}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_86", 0, 0, {}]]], "shared_object_id": 1043, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2494}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-178"_tf_keras_layer*� {"name": "separable_conv_1_normal_right2_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right2_5", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1047}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1046}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1044}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1045}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_88", 0, 0, {}]]], "shared_object_id": 1048, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2495}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-179"_tf_keras_layer*� {"name": "separable_conv_1_normal_left5_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left5_5", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1052}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1051}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1049}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1050}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_90", 0, 0, {}]]], "shared_object_id": 1053, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2496}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-180"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left1_5", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left1_5", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1054}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1055}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1056}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1057}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left1_5", 0, 0, {}]]], "shared_object_id": 1058, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2497}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-181"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right1_5", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right1_5", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1059}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1060}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1061}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1062}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right1_5", 0, 0, {}]]], "shared_object_id": 1063, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2498}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-182"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left2_5", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left2_5", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1064}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1065}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1066}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1067}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left2_5", 0, 0, {}]]], "shared_object_id": 1068, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2499}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-183"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right2_5", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right2_5", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1069}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1070}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1071}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1072}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right2_5", 0, 0, {}]]], "shared_object_id": 1073, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2500}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-184"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left5_5", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left5_5", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1074}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1075}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1076}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1077}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left5_5", 0, 0, {}]]], "shared_object_id": 1078, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2501}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-372"_tf_keras_layer*�{"name": "activation_83", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_83", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left1_5", 0, 0, {}]]], "shared_object_id": 1079, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-373"_tf_keras_layer*�{"name": "activation_85", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_85", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right1_5", 0, 0, {}]]], "shared_object_id": 1080, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-374"_tf_keras_layer*�{"name": "activation_87", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_87", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left2_5", 0, 0, {}]]], "shared_object_id": 1081, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-375"_tf_keras_layer*�{"name": "activation_89", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_89", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right2_5", 0, 0, {}]]], "shared_object_id": 1082, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-376"_tf_keras_layer*�{"name": "activation_91", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_91", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left5_5", 0, 0, {}]]], "shared_object_id": 1083, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-185"_tf_keras_layer*� {"name": "separable_conv_2_normal_left1_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left1_5", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1087}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1086}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1084}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1085}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_83", 0, 0, {}]]], "shared_object_id": 1088, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2502}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-186"_tf_keras_layer*� {"name": "separable_conv_2_normal_right1_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right1_5", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1092}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1091}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1089}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1090}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_85", 0, 0, {}]]], "shared_object_id": 1093, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2503}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-187"_tf_keras_layer*� {"name": "separable_conv_2_normal_left2_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left2_5", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1097}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1096}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1094}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1095}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_87", 0, 0, {}]]], "shared_object_id": 1098, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2504}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-188"_tf_keras_layer*� {"name": "separable_conv_2_normal_right2_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right2_5", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1102}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1101}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1099}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1100}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_89", 0, 0, {}]]], "shared_object_id": 1103, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2505}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-189"_tf_keras_layer*� {"name": "separable_conv_2_normal_left5_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left5_5", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1107}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1106}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1104}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1105}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_91", 0, 0, {}]]], "shared_object_id": 1108, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2506}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-190"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left1_5", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left1_5", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1109}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1110}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1111}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1112}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left1_5", 0, 0, {}]]], "shared_object_id": 1113, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2507}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-191"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right1_5", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right1_5", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1114}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1115}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1116}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1117}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right1_5", 0, 0, {}]]], "shared_object_id": 1118, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2508}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-192"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left2_5", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left2_5", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1119}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1120}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1121}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1122}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left2_5", 0, 0, {}]]], "shared_object_id": 1123, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2509}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-193"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right2_5", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right2_5", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1124}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1125}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1126}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1127}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right2_5", 0, 0, {}]]], "shared_object_id": 1128, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2510}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-386"_tf_keras_layer*�{"name": "normal_left3_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left3_5", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["normal_bn_1_5", 0, 0, {}]]], "shared_object_id": 1129, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2511}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-387"_tf_keras_layer*�{"name": "normal_left4_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left4_5", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_5", 0, 0, {}]]], "shared_object_id": 1130, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2512}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-388"_tf_keras_layer*�{"name": "normal_right4_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_right4_5", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_5", 0, 0, {}]]], "shared_object_id": 1131, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2513}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-194"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left5_5", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left5_5", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1132}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1133}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1134}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1135}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left5_5", 0, 0, {}]]], "shared_object_id": 1136, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2514}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-390"_tf_keras_layer*�{"name": "normal_add_1_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_1_5", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left1_5", 0, 0, {}], ["separable_conv_2_bn_normal_right1_5", 0, 0, {}]]], "shared_object_id": 1137, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-391"_tf_keras_layer*�{"name": "normal_add_2_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_2_5", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left2_5", 0, 0, {}], ["separable_conv_2_bn_normal_right2_5", 0, 0, {}]]], "shared_object_id": 1138, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-392"_tf_keras_layer*�{"name": "normal_add_3_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_3_5", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left3_5", 0, 0, {}], ["adjust_bn_5", 0, 0, {}]]], "shared_object_id": 1139, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-393"_tf_keras_layer*�{"name": "normal_add_4_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_4_5", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left4_5", 0, 0, {}], ["normal_right4_5", 0, 0, {}]]], "shared_object_id": 1140, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-394"_tf_keras_layer*�{"name": "normal_add_5_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_5_5", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left5_5", 0, 0, {}], ["normal_bn_1_5", 0, 0, {}]]], "shared_object_id": 1141, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-395"_tf_keras_layer*�{"name": "normal_concat_5", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "normal_concat_5", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["adjust_bn_5", 0, 0, {}], ["normal_add_1_5", 0, 0, {}], ["normal_add_2_5", 0, 0, {}], ["normal_add_3_5", 0, 0, {}], ["normal_add_4_5", 0, 0, {}], ["normal_add_5_5", 0, 0, {}]]], "shared_object_id": 1142, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-396"_tf_keras_layer*�{"name": "activation_92", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_92", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["reduction_concat_reduce_4", 0, 0, {}]]], "shared_object_id": 1143, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 352]}}2 ��#root.layer_with_weights-0.layer-397"_tf_keras_layer*�{"name": "activation_93", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_93", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_5", 0, 0, {}]]], "shared_object_id": 1144, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 528]}}2 � �0root.layer_with_weights-0.layer_with_weights-195"_tf_keras_layer*� {"name": "adjust_conv_projection_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "adjust_conv_projection_6", "trainable": true, "dtype": "float32", "filters": 88, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 1145}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1146}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_92", 0, 0, {}]]], "shared_object_id": 1147, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 352}}, "shared_object_id": 2515}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 352]}}2 � �0root.layer_with_weights-0.layer_with_weights-196"_tf_keras_layer*� {"name": "normal_conv_1_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "normal_conv_1_6", "trainable": true, "dtype": "float32", "filters": 88, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 1148}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1149}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_93", 0, 0, {}]]], "shared_object_id": 1150, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 528}}, "shared_object_id": 2516}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 528]}}2 � �0root.layer_with_weights-0.layer_with_weights-197"_tf_keras_layer*� {"name": "adjust_bn_6", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "adjust_bn_6", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1151}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1152}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1153}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1154}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["adjust_conv_projection_6", 0, 0, {}]]], "shared_object_id": 1155, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2517}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-198"_tf_keras_layer*� {"name": "normal_bn_1_6", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "normal_bn_1_6", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1156}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1157}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1158}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1159}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["normal_conv_1_6", 0, 0, {}]]], "shared_object_id": 1160, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2518}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-402"_tf_keras_layer*�{"name": "activation_94", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_94", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_6", 0, 0, {}]]], "shared_object_id": 1161, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-403"_tf_keras_layer*�{"name": "activation_96", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_96", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_6", 0, 0, {}]]], "shared_object_id": 1162, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-404"_tf_keras_layer*�{"name": "activation_98", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_98", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_6", 0, 0, {}]]], "shared_object_id": 1163, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-405"_tf_keras_layer*�{"name": "activation_100", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_100", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_6", 0, 0, {}]]], "shared_object_id": 1164, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-406"_tf_keras_layer*�{"name": "activation_102", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_102", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_6", 0, 0, {}]]], "shared_object_id": 1165, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-199"_tf_keras_layer*� {"name": "separable_conv_1_normal_left1_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left1_6", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1169}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1168}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1166}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1167}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_94", 0, 0, {}]]], "shared_object_id": 1170, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2519}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-200"_tf_keras_layer*� {"name": "separable_conv_1_normal_right1_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right1_6", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1174}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1173}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1171}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1172}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_96", 0, 0, {}]]], "shared_object_id": 1175, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2520}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-201"_tf_keras_layer*� {"name": "separable_conv_1_normal_left2_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left2_6", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1179}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1178}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1176}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1177}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_98", 0, 0, {}]]], "shared_object_id": 1180, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2521}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��0root.layer_with_weights-0.layer_with_weights-202"_tf_keras_layer*� {"name": "separable_conv_1_normal_right2_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right2_6", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1184}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1183}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1181}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1182}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_100", 0, 0, {}]]], "shared_object_id": 1185, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2522}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-203"_tf_keras_layer*� {"name": "separable_conv_1_normal_left5_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left5_6", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1189}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1188}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1186}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1187}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_102", 0, 0, {}]]], "shared_object_id": 1190, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2523}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-204"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left1_6", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left1_6", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1191}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1192}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1193}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1194}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left1_6", 0, 0, {}]]], "shared_object_id": 1195, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2524}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-205"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right1_6", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right1_6", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1196}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1197}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1198}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1199}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right1_6", 0, 0, {}]]], "shared_object_id": 1200, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2525}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-206"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left2_6", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left2_6", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1201}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1202}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1203}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1204}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left2_6", 0, 0, {}]]], "shared_object_id": 1205, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2526}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-207"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right2_6", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right2_6", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1206}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1207}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1208}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1209}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right2_6", 0, 0, {}]]], "shared_object_id": 1210, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2527}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-208"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left5_6", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left5_6", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1211}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1212}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1213}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1214}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left5_6", 0, 0, {}]]], "shared_object_id": 1215, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2528}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-417"_tf_keras_layer*�{"name": "activation_95", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_95", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left1_6", 0, 0, {}]]], "shared_object_id": 1216, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-418"_tf_keras_layer*�{"name": "activation_97", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_97", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right1_6", 0, 0, {}]]], "shared_object_id": 1217, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-419"_tf_keras_layer*�{"name": "activation_99", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_99", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left2_6", 0, 0, {}]]], "shared_object_id": 1218, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-420"_tf_keras_layer*�{"name": "activation_101", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_101", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right2_6", 0, 0, {}]]], "shared_object_id": 1219, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-421"_tf_keras_layer*�{"name": "activation_103", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_103", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left5_6", 0, 0, {}]]], "shared_object_id": 1220, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-209"_tf_keras_layer*� {"name": "separable_conv_2_normal_left1_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left1_6", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1224}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1223}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1221}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1222}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_95", 0, 0, {}]]], "shared_object_id": 1225, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2529}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-210"_tf_keras_layer*� {"name": "separable_conv_2_normal_right1_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right1_6", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1229}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1228}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1226}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1227}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_97", 0, 0, {}]]], "shared_object_id": 1230, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2530}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-211"_tf_keras_layer*� {"name": "separable_conv_2_normal_left2_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left2_6", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1234}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1233}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1231}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1232}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_99", 0, 0, {}]]], "shared_object_id": 1235, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2531}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��0root.layer_with_weights-0.layer_with_weights-212"_tf_keras_layer*� {"name": "separable_conv_2_normal_right2_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right2_6", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1239}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1238}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1236}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1237}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_101", 0, 0, {}]]], "shared_object_id": 1240, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2532}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-213"_tf_keras_layer*� {"name": "separable_conv_2_normal_left5_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left5_6", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1244}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1243}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1241}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1242}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_103", 0, 0, {}]]], "shared_object_id": 1245, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2533}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-214"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left1_6", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left1_6", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1246}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1247}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1248}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1249}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left1_6", 0, 0, {}]]], "shared_object_id": 1250, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2534}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-215"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right1_6", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right1_6", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1251}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1252}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1253}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1254}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right1_6", 0, 0, {}]]], "shared_object_id": 1255, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2535}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-216"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left2_6", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left2_6", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1256}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1257}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1258}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1259}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left2_6", 0, 0, {}]]], "shared_object_id": 1260, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2536}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-217"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right2_6", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right2_6", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1261}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1262}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1263}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1264}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right2_6", 0, 0, {}]]], "shared_object_id": 1265, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2537}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-431"_tf_keras_layer*�{"name": "normal_left3_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left3_6", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["normal_bn_1_6", 0, 0, {}]]], "shared_object_id": 1266, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2538}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-432"_tf_keras_layer*�{"name": "normal_left4_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left4_6", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_6", 0, 0, {}]]], "shared_object_id": 1267, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2539}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-433"_tf_keras_layer*�{"name": "normal_right4_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_right4_6", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_6", 0, 0, {}]]], "shared_object_id": 1268, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2540}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-218"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left5_6", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left5_6", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1269}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1270}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1271}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1272}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left5_6", 0, 0, {}]]], "shared_object_id": 1273, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2541}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-435"_tf_keras_layer*�{"name": "normal_add_1_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_1_6", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left1_6", 0, 0, {}], ["separable_conv_2_bn_normal_right1_6", 0, 0, {}]]], "shared_object_id": 1274, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-436"_tf_keras_layer*�{"name": "normal_add_2_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_2_6", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left2_6", 0, 0, {}], ["separable_conv_2_bn_normal_right2_6", 0, 0, {}]]], "shared_object_id": 1275, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-437"_tf_keras_layer*�{"name": "normal_add_3_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_3_6", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left3_6", 0, 0, {}], ["adjust_bn_6", 0, 0, {}]]], "shared_object_id": 1276, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-438"_tf_keras_layer*�{"name": "normal_add_4_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_4_6", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left4_6", 0, 0, {}], ["normal_right4_6", 0, 0, {}]]], "shared_object_id": 1277, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-439"_tf_keras_layer*�{"name": "normal_add_5_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_5_6", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left5_6", 0, 0, {}], ["normal_bn_1_6", 0, 0, {}]]], "shared_object_id": 1278, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-440"_tf_keras_layer*�{"name": "normal_concat_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "normal_concat_6", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["adjust_bn_6", 0, 0, {}], ["normal_add_1_6", 0, 0, {}], ["normal_add_2_6", 0, 0, {}], ["normal_add_3_6", 0, 0, {}], ["normal_add_4_6", 0, 0, {}], ["normal_add_5_6", 0, 0, {}]]], "shared_object_id": 1279, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-441"_tf_keras_layer*�{"name": "activation_104", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_104", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_5", 0, 0, {}]]], "shared_object_id": 1280, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 528]}}2 ��#root.layer_with_weights-0.layer-442"_tf_keras_layer*�{"name": "activation_105", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_105", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_6", 0, 0, {}]]], "shared_object_id": 1281, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 528]}}2 � �0root.layer_with_weights-0.layer_with_weights-219"_tf_keras_layer*� {"name": "adjust_conv_projection_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "adjust_conv_projection_7", "trainable": true, "dtype": "float32", "filters": 88, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 1282}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1283}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_104", 0, 0, {}]]], "shared_object_id": 1284, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 528}}, "shared_object_id": 2542}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 528]}}2 � �0root.layer_with_weights-0.layer_with_weights-220"_tf_keras_layer*� {"name": "normal_conv_1_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "normal_conv_1_7", "trainable": true, "dtype": "float32", "filters": 88, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 1285}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1286}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_105", 0, 0, {}]]], "shared_object_id": 1287, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 528}}, "shared_object_id": 2543}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 528]}}2 � �0root.layer_with_weights-0.layer_with_weights-221"_tf_keras_layer*� {"name": "adjust_bn_7", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "adjust_bn_7", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1288}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1289}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1290}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1291}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["adjust_conv_projection_7", 0, 0, {}]]], "shared_object_id": 1292, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2544}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-222"_tf_keras_layer*� {"name": "normal_bn_1_7", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "normal_bn_1_7", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1293}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1294}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1295}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1296}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["normal_conv_1_7", 0, 0, {}]]], "shared_object_id": 1297, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2545}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-447"_tf_keras_layer*�{"name": "activation_106", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_106", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_7", 0, 0, {}]]], "shared_object_id": 1298, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-448"_tf_keras_layer*�{"name": "activation_108", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_108", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_7", 0, 0, {}]]], "shared_object_id": 1299, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-449"_tf_keras_layer*�{"name": "activation_110", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_110", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_7", 0, 0, {}]]], "shared_object_id": 1300, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-450"_tf_keras_layer*�{"name": "activation_112", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_112", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_7", 0, 0, {}]]], "shared_object_id": 1301, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-451"_tf_keras_layer*�{"name": "activation_114", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_114", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_7", 0, 0, {}]]], "shared_object_id": 1302, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-223"_tf_keras_layer*� {"name": "separable_conv_1_normal_left1_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left1_7", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1306}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1305}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1303}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1304}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_106", 0, 0, {}]]], "shared_object_id": 1307, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2546}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��0root.layer_with_weights-0.layer_with_weights-224"_tf_keras_layer*� {"name": "separable_conv_1_normal_right1_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right1_7", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1311}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1310}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1308}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1309}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_108", 0, 0, {}]]], "shared_object_id": 1312, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2547}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-225"_tf_keras_layer*� {"name": "separable_conv_1_normal_left2_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left2_7", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1316}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1315}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1313}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1314}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_110", 0, 0, {}]]], "shared_object_id": 1317, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2548}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��0root.layer_with_weights-0.layer_with_weights-226"_tf_keras_layer*� {"name": "separable_conv_1_normal_right2_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right2_7", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1321}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1320}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1318}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1319}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_112", 0, 0, {}]]], "shared_object_id": 1322, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2549}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-227"_tf_keras_layer*� {"name": "separable_conv_1_normal_left5_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left5_7", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1326}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1325}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1323}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1324}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_114", 0, 0, {}]]], "shared_object_id": 1327, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2550}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-228"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left1_7", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left1_7", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1328}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1329}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1330}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1331}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left1_7", 0, 0, {}]]], "shared_object_id": 1332, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2551}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-229"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right1_7", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right1_7", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1333}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1334}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1335}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1336}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right1_7", 0, 0, {}]]], "shared_object_id": 1337, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2552}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-230"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left2_7", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left2_7", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1338}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1339}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1340}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1341}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left2_7", 0, 0, {}]]], "shared_object_id": 1342, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2553}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-231"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right2_7", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right2_7", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1343}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1344}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1345}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1346}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right2_7", 0, 0, {}]]], "shared_object_id": 1347, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2554}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-232"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left5_7", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left5_7", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1348}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1349}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1350}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1351}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left5_7", 0, 0, {}]]], "shared_object_id": 1352, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2555}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-462"_tf_keras_layer*�{"name": "activation_107", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_107", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left1_7", 0, 0, {}]]], "shared_object_id": 1353, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-463"_tf_keras_layer*�{"name": "activation_109", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_109", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right1_7", 0, 0, {}]]], "shared_object_id": 1354, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-464"_tf_keras_layer*�{"name": "activation_111", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_111", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left2_7", 0, 0, {}]]], "shared_object_id": 1355, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-465"_tf_keras_layer*�{"name": "activation_113", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_113", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right2_7", 0, 0, {}]]], "shared_object_id": 1356, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-466"_tf_keras_layer*�{"name": "activation_115", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_115", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left5_7", 0, 0, {}]]], "shared_object_id": 1357, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-233"_tf_keras_layer*� {"name": "separable_conv_2_normal_left1_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left1_7", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1361}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1360}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1358}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1359}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_107", 0, 0, {}]]], "shared_object_id": 1362, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2556}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��0root.layer_with_weights-0.layer_with_weights-234"_tf_keras_layer*� {"name": "separable_conv_2_normal_right1_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right1_7", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1366}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1365}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1363}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1364}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_109", 0, 0, {}]]], "shared_object_id": 1367, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2557}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-235"_tf_keras_layer*� {"name": "separable_conv_2_normal_left2_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left2_7", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1371}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1370}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1368}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1369}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_111", 0, 0, {}]]], "shared_object_id": 1372, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2558}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��0root.layer_with_weights-0.layer_with_weights-236"_tf_keras_layer*� {"name": "separable_conv_2_normal_right2_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right2_7", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1376}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1375}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1373}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1374}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_113", 0, 0, {}]]], "shared_object_id": 1377, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2559}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-237"_tf_keras_layer*� {"name": "separable_conv_2_normal_left5_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left5_7", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1381}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1380}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1378}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1379}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_115", 0, 0, {}]]], "shared_object_id": 1382, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2560}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-238"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left1_7", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left1_7", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1383}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1384}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1385}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1386}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left1_7", 0, 0, {}]]], "shared_object_id": 1387, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2561}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-239"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right1_7", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right1_7", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1388}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1389}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1390}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1391}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right1_7", 0, 0, {}]]], "shared_object_id": 1392, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2562}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-240"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left2_7", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left2_7", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1393}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1394}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1395}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1396}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left2_7", 0, 0, {}]]], "shared_object_id": 1397, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2563}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-241"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right2_7", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right2_7", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1398}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1399}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1400}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1401}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right2_7", 0, 0, {}]]], "shared_object_id": 1402, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2564}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-476"_tf_keras_layer*�{"name": "normal_left3_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left3_7", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["normal_bn_1_7", 0, 0, {}]]], "shared_object_id": 1403, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2565}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-477"_tf_keras_layer*�{"name": "normal_left4_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left4_7", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_7", 0, 0, {}]]], "shared_object_id": 1404, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2566}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-478"_tf_keras_layer*�{"name": "normal_right4_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_right4_7", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_7", 0, 0, {}]]], "shared_object_id": 1405, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2567}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-242"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left5_7", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left5_7", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1406}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1407}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1408}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1409}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left5_7", 0, 0, {}]]], "shared_object_id": 1410, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2568}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-480"_tf_keras_layer*�{"name": "normal_add_1_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_1_7", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left1_7", 0, 0, {}], ["separable_conv_2_bn_normal_right1_7", 0, 0, {}]]], "shared_object_id": 1411, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-481"_tf_keras_layer*�{"name": "normal_add_2_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_2_7", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left2_7", 0, 0, {}], ["separable_conv_2_bn_normal_right2_7", 0, 0, {}]]], "shared_object_id": 1412, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-482"_tf_keras_layer*�{"name": "normal_add_3_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_3_7", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left3_7", 0, 0, {}], ["adjust_bn_7", 0, 0, {}]]], "shared_object_id": 1413, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-483"_tf_keras_layer*�{"name": "normal_add_4_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_4_7", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left4_7", 0, 0, {}], ["normal_right4_7", 0, 0, {}]]], "shared_object_id": 1414, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-484"_tf_keras_layer*�{"name": "normal_add_5_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_5_7", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left5_7", 0, 0, {}], ["normal_bn_1_7", 0, 0, {}]]], "shared_object_id": 1415, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-485"_tf_keras_layer*�{"name": "normal_concat_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "normal_concat_7", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["adjust_bn_7", 0, 0, {}], ["normal_add_1_7", 0, 0, {}], ["normal_add_2_7", 0, 0, {}], ["normal_add_3_7", 0, 0, {}], ["normal_add_4_7", 0, 0, {}], ["normal_add_5_7", 0, 0, {}]]], "shared_object_id": 1416, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-486"_tf_keras_layer*�{"name": "activation_116", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_116", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_6", 0, 0, {}]]], "shared_object_id": 1417, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 528]}}2 ��#root.layer_with_weights-0.layer-487"_tf_keras_layer*�{"name": "activation_117", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_117", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_7", 0, 0, {}]]], "shared_object_id": 1418, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 528]}}2 � �0root.layer_with_weights-0.layer_with_weights-243"_tf_keras_layer*� {"name": "adjust_conv_projection_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "adjust_conv_projection_8", "trainable": true, "dtype": "float32", "filters": 88, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 1419}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1420}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_116", 0, 0, {}]]], "shared_object_id": 1421, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 528}}, "shared_object_id": 2569}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 528]}}2 � �0root.layer_with_weights-0.layer_with_weights-244"_tf_keras_layer*� {"name": "normal_conv_1_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "normal_conv_1_8", "trainable": true, "dtype": "float32", "filters": 88, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 1422}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1423}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_117", 0, 0, {}]]], "shared_object_id": 1424, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 528}}, "shared_object_id": 2570}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 528]}}2 � �0root.layer_with_weights-0.layer_with_weights-245"_tf_keras_layer*� {"name": "adjust_bn_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "adjust_bn_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1425}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1426}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1427}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1428}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["adjust_conv_projection_8", 0, 0, {}]]], "shared_object_id": 1429, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2571}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-246"_tf_keras_layer*� {"name": "normal_bn_1_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "normal_bn_1_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1430}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1431}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1432}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1433}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["normal_conv_1_8", 0, 0, {}]]], "shared_object_id": 1434, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2572}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-492"_tf_keras_layer*�{"name": "activation_118", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_118", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_8", 0, 0, {}]]], "shared_object_id": 1435, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-493"_tf_keras_layer*�{"name": "activation_120", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_120", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_8", 0, 0, {}]]], "shared_object_id": 1436, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-494"_tf_keras_layer*�{"name": "activation_122", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_122", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_8", 0, 0, {}]]], "shared_object_id": 1437, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-495"_tf_keras_layer*�{"name": "activation_124", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_124", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_8", 0, 0, {}]]], "shared_object_id": 1438, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-496"_tf_keras_layer*�{"name": "activation_126", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_126", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_8", 0, 0, {}]]], "shared_object_id": 1439, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-247"_tf_keras_layer*� {"name": "separable_conv_1_normal_left1_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left1_8", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1443}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1442}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1440}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1441}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_118", 0, 0, {}]]], "shared_object_id": 1444, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2573}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��0root.layer_with_weights-0.layer_with_weights-248"_tf_keras_layer*� {"name": "separable_conv_1_normal_right1_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right1_8", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1448}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1447}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1445}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1446}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_120", 0, 0, {}]]], "shared_object_id": 1449, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2574}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-249"_tf_keras_layer*� {"name": "separable_conv_1_normal_left2_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left2_8", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1453}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1452}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1450}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1451}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_122", 0, 0, {}]]], "shared_object_id": 1454, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2575}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��0root.layer_with_weights-0.layer_with_weights-250"_tf_keras_layer*� {"name": "separable_conv_1_normal_right2_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right2_8", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1458}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1457}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1455}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1456}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_124", 0, 0, {}]]], "shared_object_id": 1459, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2576}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-251"_tf_keras_layer*� {"name": "separable_conv_1_normal_left5_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left5_8", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1463}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1462}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1460}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1461}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_126", 0, 0, {}]]], "shared_object_id": 1464, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2577}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-252"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left1_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left1_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1465}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1466}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1467}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1468}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left1_8", 0, 0, {}]]], "shared_object_id": 1469, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2578}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-253"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right1_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right1_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1470}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1471}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1472}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1473}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right1_8", 0, 0, {}]]], "shared_object_id": 1474, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2579}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-254"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left2_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left2_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1475}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1476}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1477}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1478}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left2_8", 0, 0, {}]]], "shared_object_id": 1479, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2580}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-255"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right2_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right2_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1480}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1481}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1482}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1483}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right2_8", 0, 0, {}]]], "shared_object_id": 1484, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2581}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-256"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left5_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left5_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1485}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1486}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1487}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1488}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left5_8", 0, 0, {}]]], "shared_object_id": 1489, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2582}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-507"_tf_keras_layer*�{"name": "activation_119", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_119", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left1_8", 0, 0, {}]]], "shared_object_id": 1490, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-508"_tf_keras_layer*�{"name": "activation_121", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_121", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right1_8", 0, 0, {}]]], "shared_object_id": 1491, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-509"_tf_keras_layer*�{"name": "activation_123", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_123", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left2_8", 0, 0, {}]]], "shared_object_id": 1492, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-510"_tf_keras_layer*�{"name": "activation_125", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_125", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right2_8", 0, 0, {}]]], "shared_object_id": 1493, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-511"_tf_keras_layer*�{"name": "activation_127", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_127", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left5_8", 0, 0, {}]]], "shared_object_id": 1494, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-257"_tf_keras_layer*� {"name": "separable_conv_2_normal_left1_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left1_8", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1498}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1497}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1495}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1496}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_119", 0, 0, {}]]], "shared_object_id": 1499, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2583}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��0root.layer_with_weights-0.layer_with_weights-258"_tf_keras_layer*� {"name": "separable_conv_2_normal_right1_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right1_8", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1503}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1502}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1500}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1501}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_121", 0, 0, {}]]], "shared_object_id": 1504, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2584}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-259"_tf_keras_layer*� {"name": "separable_conv_2_normal_left2_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left2_8", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1508}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1507}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1505}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1506}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_123", 0, 0, {}]]], "shared_object_id": 1509, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2585}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��0root.layer_with_weights-0.layer_with_weights-260"_tf_keras_layer*� {"name": "separable_conv_2_normal_right2_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right2_8", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1513}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1512}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1510}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1511}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_125", 0, 0, {}]]], "shared_object_id": 1514, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2586}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-261"_tf_keras_layer*� {"name": "separable_conv_2_normal_left5_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left5_8", "trainable": true, "dtype": "float32", "filters": 88, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1518}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1517}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1515}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1516}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_127", 0, 0, {}]]], "shared_object_id": 1519, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 88}}, "shared_object_id": 2587}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-262"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left1_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left1_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1520}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1521}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1522}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1523}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left1_8", 0, 0, {}]]], "shared_object_id": 1524, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2588}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-263"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right1_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right1_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1525}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1526}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1527}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1528}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right1_8", 0, 0, {}]]], "shared_object_id": 1529, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2589}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-264"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left2_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left2_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1530}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1531}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1532}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1533}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left2_8", 0, 0, {}]]], "shared_object_id": 1534, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2590}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-265"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right2_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right2_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1535}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1536}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1537}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1538}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right2_8", 0, 0, {}]]], "shared_object_id": 1539, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2591}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-521"_tf_keras_layer*�{"name": "normal_left3_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left3_8", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["normal_bn_1_8", 0, 0, {}]]], "shared_object_id": 1540, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2592}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-522"_tf_keras_layer*�{"name": "normal_left4_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left4_8", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_8", 0, 0, {}]]], "shared_object_id": 1541, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2593}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-523"_tf_keras_layer*�{"name": "normal_right4_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_right4_8", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_8", 0, 0, {}]]], "shared_object_id": 1542, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2594}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 � �0root.layer_with_weights-0.layer_with_weights-266"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left5_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left5_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1543}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1544}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1545}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1546}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left5_8", 0, 0, {}]]], "shared_object_id": 1547, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 88}}, "shared_object_id": 2595}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 88]}}2 ��#root.layer_with_weights-0.layer-525"_tf_keras_layer*�{"name": "normal_add_1_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_1_8", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left1_8", 0, 0, {}], ["separable_conv_2_bn_normal_right1_8", 0, 0, {}]]], "shared_object_id": 1548, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-526"_tf_keras_layer*�{"name": "normal_add_2_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_2_8", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left2_8", 0, 0, {}], ["separable_conv_2_bn_normal_right2_8", 0, 0, {}]]], "shared_object_id": 1549, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-527"_tf_keras_layer*�{"name": "normal_add_3_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_3_8", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left3_8", 0, 0, {}], ["adjust_bn_8", 0, 0, {}]]], "shared_object_id": 1550, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-528"_tf_keras_layer*�{"name": "normal_add_4_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_4_8", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left4_8", 0, 0, {}], ["normal_right4_8", 0, 0, {}]]], "shared_object_id": 1551, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-529"_tf_keras_layer*�{"name": "normal_add_5_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_5_8", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left5_8", 0, 0, {}], ["normal_bn_1_8", 0, 0, {}]]], "shared_object_id": 1552, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-530"_tf_keras_layer*�{"name": "normal_concat_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "normal_concat_8", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["adjust_bn_8", 0, 0, {}], ["normal_add_1_8", 0, 0, {}], ["normal_add_2_8", 0, 0, {}], ["normal_add_3_8", 0, 0, {}], ["normal_add_4_8", 0, 0, {}], ["normal_add_5_8", 0, 0, {}]]], "shared_object_id": 1553, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}, {"class_name": "TensorShape", "items": [null, 10, 10, 88]}]}2 ��#root.layer_with_weights-0.layer-531"_tf_keras_layer*�{"name": "activation_129", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_129", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_8", 0, 0, {}]]], "shared_object_id": 1554, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 528]}}2 ��#root.layer_with_weights-0.layer-532"_tf_keras_layer*�{"name": "activation_128", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_128", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_7", 0, 0, {}]]], "shared_object_id": 1555, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 528]}}2 � �0root.layer_with_weights-0.layer_with_weights-267"_tf_keras_layer*� {"name": "reduction_conv_1_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "reduction_conv_1_reduce_8", "trainable": true, "dtype": "float32", "filters": 176, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 1556}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1557}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_129", 0, 0, {}]]], "shared_object_id": 1558, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 528}}, "shared_object_id": 2596}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 528]}}2 � �0root.layer_with_weights-0.layer_with_weights-268"_tf_keras_layer*� {"name": "adjust_conv_projection_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "adjust_conv_projection_reduce_8", "trainable": true, "dtype": "float32", "filters": 176, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 1559}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1560}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_128", 0, 0, {}]]], "shared_object_id": 1561, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 528}}, "shared_object_id": 2597}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 528]}}2 � �0root.layer_with_weights-0.layer_with_weights-269"_tf_keras_layer*� {"name": "reduction_bn_1_reduce_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "reduction_bn_1_reduce_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1562}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1563}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1564}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1565}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["reduction_conv_1_reduce_8", 0, 0, {}]]], "shared_object_id": 1566, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2598}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-270"_tf_keras_layer*� {"name": "adjust_bn_reduce_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "adjust_bn_reduce_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1567}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1568}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1569}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1570}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["adjust_conv_projection_reduce_8", 0, 0, {}]]], "shared_object_id": 1571, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2599}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 176]}}2 ��#root.layer_with_weights-0.layer-537"_tf_keras_layer*�{"name": "activation_130", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_130", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["reduction_bn_1_reduce_8", 0, 0, {}]]], "shared_object_id": 1572, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 176]}}2 ��#root.layer_with_weights-0.layer-538"_tf_keras_layer*�{"name": "activation_132", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_132", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_reduce_8", 0, 0, {}]]], "shared_object_id": 1573, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 176]}}2 ��#root.layer_with_weights-0.layer-539"_tf_keras_layer*�{"name": "separable_conv_1_pad_reduction_left1_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ZeroPadding2D", "config": {"name": "separable_conv_1_pad_reduction_left1_reduce_8", "trainable": true, "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": [[["activation_130", 0, 0, {}]]], "shared_object_id": 1574, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2600}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 176]}}2 ��#root.layer_with_weights-0.layer-540"_tf_keras_layer*�{"name": "separable_conv_1_pad_reduction_right1_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ZeroPadding2D", "config": {"name": "separable_conv_1_pad_reduction_right1_reduce_8", "trainable": true, "dtype": "float32", "padding": {"class_name": "__tuple__", "items": [{"class_name": "__tuple__", "items": [2, 3]}, {"class_name": "__tuple__", "items": [2, 3]}]}, "data_format": "channels_last"}, "inbound_nodes": [[["activation_132", 0, 0, {}]]], "shared_object_id": 1575, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2601}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-271"_tf_keras_layer*� {"name": "separable_conv_1_reduction_left1_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_reduction_left1_reduce_8", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1579}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1578}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1576}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1577}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["separable_conv_1_pad_reduction_left1_reduce_8", 0, 0, {}]]], "shared_object_id": 1580, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2602}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 13, 13, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-272"_tf_keras_layer*� {"name": "separable_conv_1_reduction_right1_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_reduction_right1_reduce_8", "trainable": true, "dtype": "float32", "filters": 176, "kernel_size": {"class_name": "__tuple__", "items": [7, 7]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1584}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1583}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1581}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1582}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["separable_conv_1_pad_reduction_right1_reduce_8", 0, 0, {}]]], "shared_object_id": 1585, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2603}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 15, 15, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-273"_tf_keras_layer*� {"name": "separable_conv_1_bn_reduction_left1_reduce_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_reduction_left1_reduce_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1586}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1587}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1588}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1589}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_reduction_left1_reduce_8", 0, 0, {}]]], "shared_object_id": 1590, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2604}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-274"_tf_keras_layer*� {"name": "separable_conv_1_bn_reduction_right1_reduce_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_reduction_right1_reduce_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1591}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1592}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1593}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1594}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_reduction_right1_reduce_8", 0, 0, {}]]], "shared_object_id": 1595, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2605}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-545"_tf_keras_layer*�{"name": "activation_131", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_131", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_reduction_left1_reduce_8", 0, 0, {}]]], "shared_object_id": 1596, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-546"_tf_keras_layer*�{"name": "activation_133", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_133", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_reduction_right1_reduce_8", 0, 0, {}]]], "shared_object_id": 1597, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-275"_tf_keras_layer*� {"name": "separable_conv_2_reduction_left1_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_reduction_left1_reduce_8", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1601}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1600}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1598}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1599}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_131", 0, 0, {}]]], "shared_object_id": 1602, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2606}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-276"_tf_keras_layer*� {"name": "separable_conv_2_reduction_right1_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_reduction_right1_reduce_8", "trainable": true, "dtype": "float32", "filters": 176, "kernel_size": {"class_name": "__tuple__", "items": [7, 7]}, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 1606}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1605}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1603}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1604}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_133", 0, 0, {}]]], "shared_object_id": 1607, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2607}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-549"_tf_keras_layer*�{"name": "activation_134", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_134", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_reduce_8", 0, 0, {}]]], "shared_object_id": 1608, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-277"_tf_keras_layer*� {"name": "separable_conv_2_bn_reduction_left1_reduce_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_reduction_left1_reduce_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1609}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1610}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1611}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1612}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_reduction_left1_reduce_8", 0, 0, {}]]], "shared_object_id": 1613, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2608}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-278"_tf_keras_layer*� {"name": "separable_conv_2_bn_reduction_right1_reduce_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_reduction_right1_reduce_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1614}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1615}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1616}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1617}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_reduction_right1_reduce_8", 0, 0, {}]]], "shared_object_id": 1618, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2609}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-552"_tf_keras_layer*�{"name": "separable_conv_1_pad_reduction_right2_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ZeroPadding2D", "config": {"name": "separable_conv_1_pad_reduction_right2_reduce_8", "trainable": true, "dtype": "float32", "padding": {"class_name": "__tuple__", "items": [{"class_name": "__tuple__", "items": [2, 3]}, {"class_name": "__tuple__", "items": [2, 3]}]}, "data_format": "channels_last"}, "inbound_nodes": [[["activation_134", 0, 0, {}]]], "shared_object_id": 1619, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2610}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 176]}}2 ��#root.layer_with_weights-0.layer-553"_tf_keras_layer*�{"name": "activation_136", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_136", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_reduce_8", 0, 0, {}]]], "shared_object_id": 1620, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 176]}}2 ��#root.layer_with_weights-0.layer-554"_tf_keras_layer*�{"name": "reduction_add_1_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "reduction_add_1_reduce_8", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_reduction_left1_reduce_8", 0, 0, {}], ["separable_conv_2_bn_reduction_right1_reduce_8", 0, 0, {}]]], "shared_object_id": 1621, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��0root.layer_with_weights-0.layer_with_weights-279"_tf_keras_layer*� {"name": "separable_conv_1_reduction_right2_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_reduction_right2_reduce_8", "trainable": true, "dtype": "float32", "filters": 176, "kernel_size": {"class_name": "__tuple__", "items": [7, 7]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1625}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1624}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1622}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1623}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["separable_conv_1_pad_reduction_right2_reduce_8", 0, 0, {}]]], "shared_object_id": 1626, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2611}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 15, 15, 176]}}2 ��#root.layer_with_weights-0.layer-556"_tf_keras_layer*�{"name": "separable_conv_1_pad_reduction_right3_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ZeroPadding2D", "config": {"name": "separable_conv_1_pad_reduction_right3_reduce_8", "trainable": true, "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": [[["activation_136", 0, 0, {}]]], "shared_object_id": 1627, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2612}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 176]}}2 ��#root.layer_with_weights-0.layer-557"_tf_keras_layer*�{"name": "activation_138", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_138", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["reduction_add_1_reduce_8", 0, 0, {}]]], "shared_object_id": 1628, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-280"_tf_keras_layer*� {"name": "separable_conv_1_bn_reduction_right2_reduce_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_reduction_right2_reduce_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1629}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1630}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1631}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1632}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_reduction_right2_reduce_8", 0, 0, {}]]], "shared_object_id": 1633, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2613}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-281"_tf_keras_layer*� {"name": "separable_conv_1_reduction_right3_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_reduction_right3_reduce_8", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1637}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1636}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1634}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1635}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["separable_conv_1_pad_reduction_right3_reduce_8", 0, 0, {}]]], "shared_object_id": 1638, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2614}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 13, 13, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-282"_tf_keras_layer*� {"name": "separable_conv_1_reduction_left4_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_reduction_left4_reduce_8", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1642}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1641}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1639}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1640}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_138", 0, 0, {}]]], "shared_object_id": 1643, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2615}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-561"_tf_keras_layer*�{"name": "activation_135", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_135", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_reduction_right2_reduce_8", 0, 0, {}]]], "shared_object_id": 1644, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-283"_tf_keras_layer*� {"name": "separable_conv_1_bn_reduction_right3_reduce_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_reduction_right3_reduce_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1645}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1646}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1647}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1648}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_reduction_right3_reduce_8", 0, 0, {}]]], "shared_object_id": 1649, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2616}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-284"_tf_keras_layer*� {"name": "separable_conv_1_bn_reduction_left4_reduce_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_reduction_left4_reduce_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1650}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1651}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1652}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1653}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_reduction_left4_reduce_8", 0, 0, {}]]], "shared_object_id": 1654, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2617}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-564"_tf_keras_layer*�{"name": "reduction_pad_1_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ZeroPadding2D", "config": {"name": "reduction_pad_1_reduce_8", "trainable": true, "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": [[["reduction_bn_1_reduce_8", 0, 0, {}]]], "shared_object_id": 1655, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2618}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-285"_tf_keras_layer*� {"name": "separable_conv_2_reduction_right2_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_reduction_right2_reduce_8", "trainable": true, "dtype": "float32", "filters": 176, "kernel_size": {"class_name": "__tuple__", "items": [7, 7]}, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 1659}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1658}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1656}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1657}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_135", 0, 0, {}]]], "shared_object_id": 1660, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2619}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-566"_tf_keras_layer*�{"name": "activation_137", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_137", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_reduction_right3_reduce_8", 0, 0, {}]]], "shared_object_id": 1661, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-567"_tf_keras_layer*�{"name": "activation_139", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_139", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_reduction_left4_reduce_8", 0, 0, {}]]], "shared_object_id": 1662, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-568"_tf_keras_layer*�{"name": "reduction_left2_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "MaxPooling2D", "config": {"name": "reduction_left2_reduce_8", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["reduction_pad_1_reduce_8", 0, 0, {}]]], "shared_object_id": 1663, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2620}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 11, 11, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-286"_tf_keras_layer*� {"name": "separable_conv_2_bn_reduction_right2_reduce_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_reduction_right2_reduce_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1664}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1665}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1666}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1667}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_reduction_right2_reduce_8", 0, 0, {}]]], "shared_object_id": 1668, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2621}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-287"_tf_keras_layer*� {"name": "separable_conv_2_reduction_right3_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_reduction_right3_reduce_8", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1672}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1671}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1669}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1670}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_137", 0, 0, {}]]], "shared_object_id": 1673, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2622}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-288"_tf_keras_layer*� {"name": "separable_conv_2_reduction_left4_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_reduction_left4_reduce_8", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1677}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1676}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1674}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1675}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_139", 0, 0, {}]]], "shared_object_id": 1678, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2623}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-572"_tf_keras_layer*�{"name": "adjust_relu_1_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "adjust_relu_1_9", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_8", 0, 0, {}]]], "shared_object_id": 1679, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 528]}}2 ��#root.layer_with_weights-0.layer-573"_tf_keras_layer*�{"name": "reduction_add_2_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "reduction_add_2_reduce_8", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["reduction_left2_reduce_8", 0, 0, {}], ["separable_conv_2_bn_reduction_right2_reduce_8", 0, 0, {}]]], "shared_object_id": 1680, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-574"_tf_keras_layer*�{"name": "reduction_left3_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "reduction_left3_reduce_8", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["reduction_pad_1_reduce_8", 0, 0, {}]]], "shared_object_id": 1681, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2624}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 11, 11, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-289"_tf_keras_layer*� {"name": "separable_conv_2_bn_reduction_right3_reduce_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_reduction_right3_reduce_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1682}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1683}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1684}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1685}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_reduction_right3_reduce_8", 0, 0, {}]]], "shared_object_id": 1686, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2625}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-576"_tf_keras_layer*�{"name": "reduction_left4_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "reduction_left4_reduce_8", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["reduction_add_1_reduce_8", 0, 0, {}]]], "shared_object_id": 1687, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2626}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-290"_tf_keras_layer*� {"name": "separable_conv_2_bn_reduction_left4_reduce_8", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_reduction_left4_reduce_8", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1688}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1689}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1690}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1691}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_reduction_left4_reduce_8", 0, 0, {}]]], "shared_object_id": 1692, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2627}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-578"_tf_keras_layer*�{"name": "reduction_right5_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "MaxPooling2D", "config": {"name": "reduction_right5_reduce_8", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["reduction_pad_1_reduce_8", 0, 0, {}]]], "shared_object_id": 1693, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2628}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 11, 11, 176]}}2 ��#root.layer_with_weights-0.layer-579"_tf_keras_layer*�{"name": "zero_padding2d_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ZeroPadding2D", "config": {"name": "zero_padding2d_3", "trainable": true, "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": [[["adjust_relu_1_9", 0, 0, {}]]], "shared_object_id": 1694, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2629}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 528]}}2 ��#root.layer_with_weights-0.layer-580"_tf_keras_layer*�{"name": "reduction_add3_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "reduction_add3_reduce_8", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["reduction_left3_reduce_8", 0, 0, {}], ["separable_conv_2_bn_reduction_right3_reduce_8", 0, 0, {}]]], "shared_object_id": 1695, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-581"_tf_keras_layer*�{"name": "add_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "add_3", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["reduction_add_2_reduce_8", 0, 0, {}], ["reduction_left4_reduce_8", 0, 0, {}]]], "shared_object_id": 1696, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-582"_tf_keras_layer*�{"name": "reduction_add4_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "reduction_add4_reduce_8", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_reduction_left4_reduce_8", 0, 0, {}], ["reduction_right5_reduce_8", 0, 0, {}]]], "shared_object_id": 1697, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-583"_tf_keras_layer*�{"name": "cropping2d_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Cropping2D", "config": {"name": "cropping2d_3", "trainable": true, "dtype": "float32", "cropping": {"class_name": "__tuple__", "items": [{"class_name": "__tuple__", "items": [1, 0]}, {"class_name": "__tuple__", "items": [1, 0]}]}, "data_format": "channels_last"}, "inbound_nodes": [[["zero_padding2d_3", 0, 0, {}]]], "shared_object_id": 1698, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2630}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 11, 11, 528]}}2 ��#root.layer_with_weights-0.layer-584"_tf_keras_layer*�{"name": "reduction_concat_reduce_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "reduction_concat_reduce_8", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["reduction_add_2_reduce_8", 0, 0, {}], ["reduction_add3_reduce_8", 0, 0, {}], ["add_3", 0, 0, {}], ["reduction_add4_reduce_8", 0, 0, {}]]], "shared_object_id": 1699, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-585"_tf_keras_layer*�{"name": "adjust_avg_pool_1_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "adjust_avg_pool_1_9", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_relu_1_9", 0, 0, {}]]], "shared_object_id": 1700, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2631}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 528]}}2 ��#root.layer_with_weights-0.layer-586"_tf_keras_layer*�{"name": "adjust_avg_pool_2_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "adjust_avg_pool_2_9", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "valid", "strides": {"class_name": "__tuple__", "items": [2, 2]}, "data_format": "channels_last"}, "inbound_nodes": [[["cropping2d_3", 0, 0, {}]]], "shared_object_id": 1701, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2632}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 528]}}2 � �0root.layer_with_weights-0.layer_with_weights-291"_tf_keras_layer*� {"name": "adjust_conv_1_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "adjust_conv_1_9", "trainable": true, "dtype": "float32", "filters": 88, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 1702}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1703}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["adjust_avg_pool_1_9", 0, 0, {}]]], "shared_object_id": 1704, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 528}}, "shared_object_id": 2633}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 528]}}2 � �0root.layer_with_weights-0.layer_with_weights-292"_tf_keras_layer*� {"name": "adjust_conv_2_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "adjust_conv_2_9", "trainable": true, "dtype": "float32", "filters": 88, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 1705}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1706}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["adjust_avg_pool_2_9", 0, 0, {}]]], "shared_object_id": 1707, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 528}}, "shared_object_id": 2634}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 528]}}2 ��#root.layer_with_weights-0.layer-589"_tf_keras_layer*�{"name": "activation_140", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_140", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["reduction_concat_reduce_8", 0, 0, {}]]], "shared_object_id": 1708, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 704]}}2 ��#root.layer_with_weights-0.layer-590"_tf_keras_layer*�{"name": "concatenate_3", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "concatenate_3", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["adjust_conv_1_9", 0, 0, {}], ["adjust_conv_2_9", 0, 0, {}]]], "shared_object_id": 1709, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 88]}, {"class_name": "TensorShape", "items": [null, 5, 5, 88]}]}2 � �0root.layer_with_weights-0.layer_with_weights-293"_tf_keras_layer*� {"name": "normal_conv_1_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "normal_conv_1_9", "trainable": true, "dtype": "float32", "filters": 176, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 1710}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1711}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_140", 0, 0, {}]]], "shared_object_id": 1712, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 704}}, "shared_object_id": 2635}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 704]}}2 � �0root.layer_with_weights-0.layer_with_weights-294"_tf_keras_layer*� {"name": "adjust_bn_9", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "adjust_bn_9", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1713}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1714}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1715}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1716}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["concatenate_3", 0, 0, {}]]], "shared_object_id": 1717, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2636}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-295"_tf_keras_layer*� {"name": "normal_bn_1_9", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "normal_bn_1_9", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1718}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1719}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1720}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1721}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["normal_conv_1_9", 0, 0, {}]]], "shared_object_id": 1722, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2637}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-594"_tf_keras_layer*�{"name": "activation_141", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_141", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_9", 0, 0, {}]]], "shared_object_id": 1723, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-595"_tf_keras_layer*�{"name": "activation_143", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_143", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_9", 0, 0, {}]]], "shared_object_id": 1724, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-596"_tf_keras_layer*�{"name": "activation_145", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_145", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_9", 0, 0, {}]]], "shared_object_id": 1725, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-597"_tf_keras_layer*�{"name": "activation_147", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_147", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_9", 0, 0, {}]]], "shared_object_id": 1726, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-598"_tf_keras_layer*�{"name": "activation_149", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_149", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_9", 0, 0, {}]]], "shared_object_id": 1727, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-296"_tf_keras_layer*� {"name": "separable_conv_1_normal_left1_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left1_9", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1731}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1730}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1728}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1729}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_141", 0, 0, {}]]], "shared_object_id": 1732, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2638}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-297"_tf_keras_layer*� {"name": "separable_conv_1_normal_right1_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right1_9", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1736}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1735}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1733}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1734}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_143", 0, 0, {}]]], "shared_object_id": 1737, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2639}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-298"_tf_keras_layer*� {"name": "separable_conv_1_normal_left2_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left2_9", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1741}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1740}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1738}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1739}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_145", 0, 0, {}]]], "shared_object_id": 1742, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2640}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-299"_tf_keras_layer*� {"name": "separable_conv_1_normal_right2_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right2_9", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1746}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1745}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1743}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1744}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_147", 0, 0, {}]]], "shared_object_id": 1747, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2641}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-300"_tf_keras_layer*� {"name": "separable_conv_1_normal_left5_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left5_9", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1751}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1750}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1748}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1749}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_149", 0, 0, {}]]], "shared_object_id": 1752, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2642}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-301"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left1_9", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left1_9", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1753}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1754}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1755}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1756}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left1_9", 0, 0, {}]]], "shared_object_id": 1757, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2643}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-302"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right1_9", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right1_9", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1758}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1759}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1760}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1761}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right1_9", 0, 0, {}]]], "shared_object_id": 1762, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2644}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-303"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left2_9", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left2_9", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1763}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1764}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1765}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1766}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left2_9", 0, 0, {}]]], "shared_object_id": 1767, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2645}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-304"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right2_9", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right2_9", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1768}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1769}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1770}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1771}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right2_9", 0, 0, {}]]], "shared_object_id": 1772, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2646}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-305"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left5_9", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left5_9", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1773}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1774}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1775}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1776}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left5_9", 0, 0, {}]]], "shared_object_id": 1777, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2647}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-609"_tf_keras_layer*�{"name": "activation_142", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_142", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left1_9", 0, 0, {}]]], "shared_object_id": 1778, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-610"_tf_keras_layer*�{"name": "activation_144", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_144", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right1_9", 0, 0, {}]]], "shared_object_id": 1779, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-611"_tf_keras_layer*�{"name": "activation_146", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_146", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left2_9", 0, 0, {}]]], "shared_object_id": 1780, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-612"_tf_keras_layer*�{"name": "activation_148", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_148", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right2_9", 0, 0, {}]]], "shared_object_id": 1781, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-613"_tf_keras_layer*�{"name": "activation_150", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_150", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left5_9", 0, 0, {}]]], "shared_object_id": 1782, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-306"_tf_keras_layer*� {"name": "separable_conv_2_normal_left1_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left1_9", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1786}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1785}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1783}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1784}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_142", 0, 0, {}]]], "shared_object_id": 1787, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2648}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-307"_tf_keras_layer*� {"name": "separable_conv_2_normal_right1_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right1_9", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1791}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1790}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1788}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1789}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_144", 0, 0, {}]]], "shared_object_id": 1792, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2649}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-308"_tf_keras_layer*� {"name": "separable_conv_2_normal_left2_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left2_9", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1796}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1795}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1793}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1794}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_146", 0, 0, {}]]], "shared_object_id": 1797, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2650}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-309"_tf_keras_layer*� {"name": "separable_conv_2_normal_right2_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right2_9", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1801}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1800}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1798}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1799}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_148", 0, 0, {}]]], "shared_object_id": 1802, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2651}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-310"_tf_keras_layer*� {"name": "separable_conv_2_normal_left5_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left5_9", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1806}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1805}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1803}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1804}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_150", 0, 0, {}]]], "shared_object_id": 1807, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2652}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-311"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left1_9", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left1_9", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1808}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1809}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1810}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1811}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left1_9", 0, 0, {}]]], "shared_object_id": 1812, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2653}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-312"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right1_9", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right1_9", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1813}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1814}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1815}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1816}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right1_9", 0, 0, {}]]], "shared_object_id": 1817, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2654}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-313"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left2_9", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left2_9", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1818}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1819}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1820}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1821}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left2_9", 0, 0, {}]]], "shared_object_id": 1822, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2655}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-314"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right2_9", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right2_9", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1823}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1824}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1825}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1826}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right2_9", 0, 0, {}]]], "shared_object_id": 1827, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2656}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-623"_tf_keras_layer*�{"name": "normal_left3_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left3_9", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["normal_bn_1_9", 0, 0, {}]]], "shared_object_id": 1828, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2657}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-624"_tf_keras_layer*�{"name": "normal_left4_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left4_9", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_9", 0, 0, {}]]], "shared_object_id": 1829, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2658}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-625"_tf_keras_layer*�{"name": "normal_right4_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_right4_9", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_9", 0, 0, {}]]], "shared_object_id": 1830, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2659}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-315"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left5_9", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left5_9", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1831}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1832}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1833}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1834}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left5_9", 0, 0, {}]]], "shared_object_id": 1835, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2660}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-627"_tf_keras_layer*�{"name": "normal_add_1_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_1_9", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left1_9", 0, 0, {}], ["separable_conv_2_bn_normal_right1_9", 0, 0, {}]]], "shared_object_id": 1836, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-628"_tf_keras_layer*�{"name": "normal_add_2_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_2_9", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left2_9", 0, 0, {}], ["separable_conv_2_bn_normal_right2_9", 0, 0, {}]]], "shared_object_id": 1837, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-629"_tf_keras_layer*�{"name": "normal_add_3_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_3_9", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left3_9", 0, 0, {}], ["adjust_bn_9", 0, 0, {}]]], "shared_object_id": 1838, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-630"_tf_keras_layer*�{"name": "normal_add_4_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_4_9", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left4_9", 0, 0, {}], ["normal_right4_9", 0, 0, {}]]], "shared_object_id": 1839, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-631"_tf_keras_layer*�{"name": "normal_add_5_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_5_9", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left5_9", 0, 0, {}], ["normal_bn_1_9", 0, 0, {}]]], "shared_object_id": 1840, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-632"_tf_keras_layer*�{"name": "normal_concat_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "normal_concat_9", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["adjust_bn_9", 0, 0, {}], ["normal_add_1_9", 0, 0, {}], ["normal_add_2_9", 0, 0, {}], ["normal_add_3_9", 0, 0, {}], ["normal_add_4_9", 0, 0, {}], ["normal_add_5_9", 0, 0, {}]]], "shared_object_id": 1841, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-633"_tf_keras_layer*�{"name": "activation_151", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_151", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["reduction_concat_reduce_8", 0, 0, {}]]], "shared_object_id": 1842, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 704]}}2 ��#root.layer_with_weights-0.layer-634"_tf_keras_layer*�{"name": "activation_152", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_152", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_9", 0, 0, {}]]], "shared_object_id": 1843, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1056]}}2 � �0root.layer_with_weights-0.layer_with_weights-316"_tf_keras_layer*� {"name": "adjust_conv_projection_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "adjust_conv_projection_10", "trainable": true, "dtype": "float32", "filters": 176, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 1844}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1845}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_151", 0, 0, {}]]], "shared_object_id": 1846, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 704}}, "shared_object_id": 2661}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 704]}}2 � �0root.layer_with_weights-0.layer_with_weights-317"_tf_keras_layer*� {"name": "normal_conv_1_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "normal_conv_1_10", "trainable": true, "dtype": "float32", "filters": 176, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 1847}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1848}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_152", 0, 0, {}]]], "shared_object_id": 1849, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1056}}, "shared_object_id": 2662}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1056]}}2 � �0root.layer_with_weights-0.layer_with_weights-318"_tf_keras_layer*� {"name": "adjust_bn_10", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "adjust_bn_10", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1850}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1851}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1852}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1853}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["adjust_conv_projection_10", 0, 0, {}]]], "shared_object_id": 1854, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2663}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-319"_tf_keras_layer*� {"name": "normal_bn_1_10", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "normal_bn_1_10", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1855}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1856}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1857}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1858}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["normal_conv_1_10", 0, 0, {}]]], "shared_object_id": 1859, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2664}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-639"_tf_keras_layer*�{"name": "activation_153", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_153", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_10", 0, 0, {}]]], "shared_object_id": 1860, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-640"_tf_keras_layer*�{"name": "activation_155", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_155", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_10", 0, 0, {}]]], "shared_object_id": 1861, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-641"_tf_keras_layer*�{"name": "activation_157", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_157", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_10", 0, 0, {}]]], "shared_object_id": 1862, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-642"_tf_keras_layer*�{"name": "activation_159", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_159", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_10", 0, 0, {}]]], "shared_object_id": 1863, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-643"_tf_keras_layer*�{"name": "activation_161", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_161", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_10", 0, 0, {}]]], "shared_object_id": 1864, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-320"_tf_keras_layer*� {"name": "separable_conv_1_normal_left1_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left1_10", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1868}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1867}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, 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"preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right1_10", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1873}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1872}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1870}, "pointwise_initializer": {"class_name": 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[[["activation_157", 0, 0, {}]]], "shared_object_id": 1879, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2667}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-323"_tf_keras_layer*� {"name": "separable_conv_1_normal_right2_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right2_10", "trainable": true, "dtype": "float32", "filters": 176, "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": 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176}}, "shared_object_id": 2668}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-324"_tf_keras_layer*� {"name": "separable_conv_1_normal_left5_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left5_10", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1888}, "bias_initializer": 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"BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left2_10", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1900}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1901}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1902}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1903}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left2_10", 0, 0, {}]]], "shared_object_id": 1904, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2672}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-328"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right2_10", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right2_10", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1905}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1906}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1907}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1908}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right2_10", 0, 0, {}]]], "shared_object_id": 1909, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2673}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-329"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left5_10", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left5_10", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1910}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1911}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1912}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1913}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left5_10", 0, 0, {}]]], "shared_object_id": 1914, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2674}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-654"_tf_keras_layer*�{"name": "activation_154", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_154", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left1_10", 0, 0, {}]]], "shared_object_id": 1915, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-655"_tf_keras_layer*�{"name": "activation_156", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_156", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right1_10", 0, 0, {}]]], "shared_object_id": 1916, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-656"_tf_keras_layer*�{"name": "activation_158", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_158", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left2_10", 0, 0, {}]]], "shared_object_id": 1917, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-657"_tf_keras_layer*�{"name": "activation_160", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_160", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right2_10", 0, 0, {}]]], "shared_object_id": 1918, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-658"_tf_keras_layer*�{"name": "activation_162", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_162", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left5_10", 0, 0, {}]]], "shared_object_id": 1919, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-330"_tf_keras_layer*� {"name": "separable_conv_2_normal_left1_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left1_10", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1923}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1922}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1920}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1921}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_154", 0, 0, {}]]], "shared_object_id": 1924, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2675}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-331"_tf_keras_layer*� {"name": "separable_conv_2_normal_right1_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right1_10", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1928}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1927}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1925}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1926}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_156", 0, 0, {}]]], "shared_object_id": 1929, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2676}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-332"_tf_keras_layer*� {"name": "separable_conv_2_normal_left2_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left2_10", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1933}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1932}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1930}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1931}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_158", 0, 0, {}]]], "shared_object_id": 1934, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2677}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-333"_tf_keras_layer*� {"name": "separable_conv_2_normal_right2_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right2_10", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1938}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1937}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1935}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1936}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_160", 0, 0, {}]]], "shared_object_id": 1939, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2678}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-334"_tf_keras_layer*� {"name": "separable_conv_2_normal_left5_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left5_10", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 1943}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1942}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1940}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 1941}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_162", 0, 0, {}]]], "shared_object_id": 1944, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2679}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-335"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left1_10", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left1_10", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1945}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1946}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1947}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1948}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left1_10", 0, 0, {}]]], "shared_object_id": 1949, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2680}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-336"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right1_10", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right1_10", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1950}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1951}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1952}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1953}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right1_10", 0, 0, {}]]], "shared_object_id": 1954, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2681}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-337"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left2_10", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left2_10", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1955}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1956}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1957}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1958}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left2_10", 0, 0, {}]]], "shared_object_id": 1959, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2682}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-338"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right2_10", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right2_10", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1960}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1961}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1962}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1963}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right2_10", 0, 0, {}]]], "shared_object_id": 1964, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2683}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-668"_tf_keras_layer*�{"name": "normal_left3_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left3_10", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["normal_bn_1_10", 0, 0, {}]]], "shared_object_id": 1965, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2684}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-669"_tf_keras_layer*�{"name": "normal_left4_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left4_10", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_10", 0, 0, {}]]], "shared_object_id": 1966, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2685}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-670"_tf_keras_layer*�{"name": "normal_right4_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_right4_10", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_10", 0, 0, {}]]], "shared_object_id": 1967, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2686}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-339"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left5_10", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left5_10", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1968}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1969}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1970}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1971}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left5_10", 0, 0, {}]]], "shared_object_id": 1972, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2687}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-672"_tf_keras_layer*�{"name": "normal_add_1_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_1_10", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left1_10", 0, 0, {}], ["separable_conv_2_bn_normal_right1_10", 0, 0, {}]]], "shared_object_id": 1973, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-673"_tf_keras_layer*�{"name": "normal_add_2_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_2_10", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left2_10", 0, 0, {}], ["separable_conv_2_bn_normal_right2_10", 0, 0, {}]]], "shared_object_id": 1974, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-674"_tf_keras_layer*�{"name": "normal_add_3_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_3_10", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left3_10", 0, 0, {}], ["adjust_bn_10", 0, 0, {}]]], "shared_object_id": 1975, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-675"_tf_keras_layer*�{"name": "normal_add_4_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_4_10", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left4_10", 0, 0, {}], ["normal_right4_10", 0, 0, {}]]], "shared_object_id": 1976, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-676"_tf_keras_layer*�{"name": "normal_add_5_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_5_10", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left5_10", 0, 0, {}], ["normal_bn_1_10", 0, 0, {}]]], "shared_object_id": 1977, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-677"_tf_keras_layer*�{"name": "normal_concat_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "normal_concat_10", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["adjust_bn_10", 0, 0, {}], ["normal_add_1_10", 0, 0, {}], ["normal_add_2_10", 0, 0, {}], ["normal_add_3_10", 0, 0, {}], ["normal_add_4_10", 0, 0, {}], ["normal_add_5_10", 0, 0, {}]]], "shared_object_id": 1978, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-678"_tf_keras_layer*�{"name": "activation_163", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_163", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_9", 0, 0, {}]]], "shared_object_id": 1979, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1056]}}2 ��#root.layer_with_weights-0.layer-679"_tf_keras_layer*�{"name": "activation_164", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_164", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_10", 0, 0, {}]]], "shared_object_id": 1980, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1056]}}2 � �0root.layer_with_weights-0.layer_with_weights-340"_tf_keras_layer*� {"name": "adjust_conv_projection_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "adjust_conv_projection_11", "trainable": true, "dtype": "float32", "filters": 176, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 1981}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1982}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_163", 0, 0, {}]]], "shared_object_id": 1983, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1056}}, "shared_object_id": 2688}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1056]}}2 � �0root.layer_with_weights-0.layer_with_weights-341"_tf_keras_layer*� {"name": "normal_conv_1_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "normal_conv_1_11", "trainable": true, "dtype": "float32", "filters": 176, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 1984}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1985}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_164", 0, 0, {}]]], "shared_object_id": 1986, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1056}}, "shared_object_id": 2689}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1056]}}2 � �0root.layer_with_weights-0.layer_with_weights-342"_tf_keras_layer*� {"name": "adjust_bn_11", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "adjust_bn_11", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1987}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1988}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1989}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1990}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["adjust_conv_projection_11", 0, 0, {}]]], "shared_object_id": 1991, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2690}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-343"_tf_keras_layer*� {"name": "normal_bn_1_11", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "normal_bn_1_11", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1992}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1993}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 1994}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 1995}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["normal_conv_1_11", 0, 0, {}]]], "shared_object_id": 1996, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2691}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-684"_tf_keras_layer*�{"name": "activation_165", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_165", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_11", 0, 0, {}]]], "shared_object_id": 1997, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-685"_tf_keras_layer*�{"name": "activation_167", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_167", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_11", 0, 0, {}]]], "shared_object_id": 1998, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-686"_tf_keras_layer*�{"name": "activation_169", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_169", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_11", 0, 0, {}]]], "shared_object_id": 1999, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-687"_tf_keras_layer*�{"name": "activation_171", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_171", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_11", 0, 0, {}]]], "shared_object_id": 2000, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-688"_tf_keras_layer*�{"name": "activation_173", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_173", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_11", 0, 0, {}]]], "shared_object_id": 2001, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-344"_tf_keras_layer*� {"name": "separable_conv_1_normal_left1_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left1_11", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 2005}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2004}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2002}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2003}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_165", 0, 0, {}]]], "shared_object_id": 2006, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2692}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-345"_tf_keras_layer*� {"name": "separable_conv_1_normal_right1_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right1_11", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 2010}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2009}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2007}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2008}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_167", 0, 0, {}]]], "shared_object_id": 2011, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2693}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-346"_tf_keras_layer*� {"name": "separable_conv_1_normal_left2_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left2_11", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 2015}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2014}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2012}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2013}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_169", 0, 0, {}]]], "shared_object_id": 2016, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2694}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-347"_tf_keras_layer*� {"name": "separable_conv_1_normal_right2_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right2_11", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 2020}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2019}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2017}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2018}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_171", 0, 0, {}]]], "shared_object_id": 2021, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2695}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-348"_tf_keras_layer*� {"name": "separable_conv_1_normal_left5_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left5_11", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 2025}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2024}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2022}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2023}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_173", 0, 0, {}]]], "shared_object_id": 2026, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2696}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-349"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left1_11", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left1_11", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2027}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2028}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2029}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2030}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left1_11", 0, 0, {}]]], "shared_object_id": 2031, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2697}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-350"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right1_11", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right1_11", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2032}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2033}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2034}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2035}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right1_11", 0, 0, {}]]], "shared_object_id": 2036, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2698}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-351"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left2_11", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left2_11", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2037}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2038}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2039}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2040}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left2_11", 0, 0, {}]]], "shared_object_id": 2041, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2699}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-352"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right2_11", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right2_11", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2042}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2043}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2044}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2045}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right2_11", 0, 0, {}]]], "shared_object_id": 2046, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2700}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-353"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left5_11", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left5_11", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2047}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2048}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2049}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2050}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left5_11", 0, 0, {}]]], "shared_object_id": 2051, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2701}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-699"_tf_keras_layer*�{"name": "activation_166", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_166", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left1_11", 0, 0, {}]]], "shared_object_id": 2052, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-700"_tf_keras_layer*�{"name": "activation_168", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_168", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right1_11", 0, 0, {}]]], "shared_object_id": 2053, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-701"_tf_keras_layer*�{"name": "activation_170", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_170", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left2_11", 0, 0, {}]]], "shared_object_id": 2054, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-702"_tf_keras_layer*�{"name": "activation_172", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_172", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right2_11", 0, 0, {}]]], "shared_object_id": 2055, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-703"_tf_keras_layer*�{"name": "activation_174", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_174", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left5_11", 0, 0, {}]]], "shared_object_id": 2056, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-354"_tf_keras_layer*� {"name": "separable_conv_2_normal_left1_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left1_11", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 2060}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2059}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2057}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2058}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_166", 0, 0, {}]]], "shared_object_id": 2061, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2702}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-355"_tf_keras_layer*� {"name": "separable_conv_2_normal_right1_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right1_11", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 2065}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2064}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2062}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2063}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_168", 0, 0, {}]]], "shared_object_id": 2066, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2703}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-356"_tf_keras_layer*� {"name": "separable_conv_2_normal_left2_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left2_11", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 2070}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2069}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2067}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2068}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_170", 0, 0, {}]]], "shared_object_id": 2071, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2704}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-357"_tf_keras_layer*� {"name": "separable_conv_2_normal_right2_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right2_11", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 2075}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2074}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2072}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2073}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_172", 0, 0, {}]]], "shared_object_id": 2076, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2705}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-358"_tf_keras_layer*� {"name": "separable_conv_2_normal_left5_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left5_11", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 2080}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2079}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2077}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2078}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_174", 0, 0, {}]]], "shared_object_id": 2081, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2706}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-359"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left1_11", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left1_11", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2082}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2083}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2084}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2085}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left1_11", 0, 0, {}]]], "shared_object_id": 2086, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2707}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-360"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right1_11", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right1_11", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2087}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2088}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2089}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2090}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right1_11", 0, 0, {}]]], "shared_object_id": 2091, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2708}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-361"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left2_11", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left2_11", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2092}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2093}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2094}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2095}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left2_11", 0, 0, {}]]], "shared_object_id": 2096, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2709}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-362"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right2_11", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right2_11", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2097}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2098}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2099}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2100}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right2_11", 0, 0, {}]]], "shared_object_id": 2101, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2710}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-713"_tf_keras_layer*�{"name": "normal_left3_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left3_11", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["normal_bn_1_11", 0, 0, {}]]], "shared_object_id": 2102, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2711}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-714"_tf_keras_layer*�{"name": "normal_left4_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left4_11", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_11", 0, 0, {}]]], "shared_object_id": 2103, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2712}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-715"_tf_keras_layer*�{"name": "normal_right4_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_right4_11", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_11", 0, 0, {}]]], "shared_object_id": 2104, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2713}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-363"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left5_11", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left5_11", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2105}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2106}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2107}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2108}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left5_11", 0, 0, {}]]], "shared_object_id": 2109, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2714}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-717"_tf_keras_layer*�{"name": "normal_add_1_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_1_11", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left1_11", 0, 0, {}], ["separable_conv_2_bn_normal_right1_11", 0, 0, {}]]], "shared_object_id": 2110, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-718"_tf_keras_layer*�{"name": "normal_add_2_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_2_11", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left2_11", 0, 0, {}], ["separable_conv_2_bn_normal_right2_11", 0, 0, {}]]], "shared_object_id": 2111, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-719"_tf_keras_layer*�{"name": "normal_add_3_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_3_11", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left3_11", 0, 0, {}], ["adjust_bn_11", 0, 0, {}]]], "shared_object_id": 2112, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-720"_tf_keras_layer*�{"name": "normal_add_4_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_4_11", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left4_11", 0, 0, {}], ["normal_right4_11", 0, 0, {}]]], "shared_object_id": 2113, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-721"_tf_keras_layer*�{"name": "normal_add_5_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_5_11", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left5_11", 0, 0, {}], ["normal_bn_1_11", 0, 0, {}]]], "shared_object_id": 2114, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-722"_tf_keras_layer*�{"name": "normal_concat_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "normal_concat_11", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["adjust_bn_11", 0, 0, {}], ["normal_add_1_11", 0, 0, {}], ["normal_add_2_11", 0, 0, {}], ["normal_add_3_11", 0, 0, {}], ["normal_add_4_11", 0, 0, {}], ["normal_add_5_11", 0, 0, {}]]], "shared_object_id": 2115, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-723"_tf_keras_layer*�{"name": "activation_175", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_175", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_10", 0, 0, {}]]], "shared_object_id": 2116, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1056]}}2 ��#root.layer_with_weights-0.layer-724"_tf_keras_layer*�{"name": "activation_176", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_176", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_11", 0, 0, {}]]], "shared_object_id": 2117, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1056]}}2 � �0root.layer_with_weights-0.layer_with_weights-364"_tf_keras_layer*� {"name": "adjust_conv_projection_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "adjust_conv_projection_12", "trainable": true, "dtype": "float32", "filters": 176, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 2118}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2119}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_175", 0, 0, {}]]], "shared_object_id": 2120, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1056}}, "shared_object_id": 2715}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1056]}}2 � �0root.layer_with_weights-0.layer_with_weights-365"_tf_keras_layer*� {"name": "normal_conv_1_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Conv2D", "config": {"name": "normal_conv_1_12", "trainable": true, "dtype": "float32", "filters": 176, "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": "HeNormal", "config": {"seed": null}, "shared_object_id": 2121}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2122}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["activation_176", 0, 0, {}]]], "shared_object_id": 2123, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1056}}, "shared_object_id": 2716}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1056]}}2 � �0root.layer_with_weights-0.layer_with_weights-366"_tf_keras_layer*� {"name": "adjust_bn_12", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "adjust_bn_12", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2124}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2125}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2126}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2127}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["adjust_conv_projection_12", 0, 0, {}]]], "shared_object_id": 2128, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2717}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-367"_tf_keras_layer*� {"name": "normal_bn_1_12", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "normal_bn_1_12", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2129}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2130}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2131}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2132}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["normal_conv_1_12", 0, 0, {}]]], "shared_object_id": 2133, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2718}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-729"_tf_keras_layer*�{"name": "activation_177", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_177", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_12", 0, 0, {}]]], "shared_object_id": 2134, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-730"_tf_keras_layer*�{"name": "activation_179", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_179", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_12", 0, 0, {}]]], "shared_object_id": 2135, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-731"_tf_keras_layer*�{"name": "activation_181", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_181", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_12", 0, 0, {}]]], "shared_object_id": 2136, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-732"_tf_keras_layer*�{"name": "activation_183", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_183", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["adjust_bn_12", 0, 0, {}]]], "shared_object_id": 2137, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-733"_tf_keras_layer*�{"name": "activation_185", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_185", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_bn_1_12", 0, 0, {}]]], "shared_object_id": 2138, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-368"_tf_keras_layer*� {"name": "separable_conv_1_normal_left1_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left1_12", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 2142}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2141}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2139}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2140}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_177", 0, 0, {}]]], "shared_object_id": 2143, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2719}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-369"_tf_keras_layer*� {"name": "separable_conv_1_normal_right1_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right1_12", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 2147}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2146}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2144}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2145}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_179", 0, 0, {}]]], "shared_object_id": 2148, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2720}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-370"_tf_keras_layer*� {"name": "separable_conv_1_normal_left2_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left2_12", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 2152}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2151}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2149}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2150}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_181", 0, 0, {}]]], "shared_object_id": 2153, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2721}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-371"_tf_keras_layer*� {"name": "separable_conv_1_normal_right2_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_right2_12", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 2157}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2156}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2154}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2155}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_183", 0, 0, {}]]], "shared_object_id": 2158, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2722}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-372"_tf_keras_layer*� {"name": "separable_conv_1_normal_left5_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_1_normal_left5_12", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 2162}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2161}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2159}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2160}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_185", 0, 0, {}]]], "shared_object_id": 2163, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2723}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-373"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left1_12", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left1_12", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2164}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2165}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2166}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2167}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left1_12", 0, 0, {}]]], "shared_object_id": 2168, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2724}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-374"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right1_12", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right1_12", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2169}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2170}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2171}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2172}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right1_12", 0, 0, {}]]], "shared_object_id": 2173, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2725}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-375"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left2_12", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left2_12", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2174}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2175}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2176}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2177}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left2_12", 0, 0, {}]]], "shared_object_id": 2178, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2726}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-376"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_right2_12", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_right2_12", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2179}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2180}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2181}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2182}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_right2_12", 0, 0, {}]]], "shared_object_id": 2183, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2727}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-377"_tf_keras_layer*� {"name": "separable_conv_1_bn_normal_left5_12", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_1_bn_normal_left5_12", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2184}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2185}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2186}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2187}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_1_normal_left5_12", 0, 0, {}]]], "shared_object_id": 2188, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2728}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-744"_tf_keras_layer*�{"name": "activation_178", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_178", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left1_12", 0, 0, {}]]], "shared_object_id": 2189, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-745"_tf_keras_layer*�{"name": "activation_180", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_180", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right1_12", 0, 0, {}]]], "shared_object_id": 2190, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-746"_tf_keras_layer*�{"name": "activation_182", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_182", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left2_12", 0, 0, {}]]], "shared_object_id": 2191, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-747"_tf_keras_layer*�{"name": "activation_184", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_184", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_right2_12", 0, 0, {}]]], "shared_object_id": 2192, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-748"_tf_keras_layer*�{"name": "activation_186", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_186", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["separable_conv_1_bn_normal_left5_12", 0, 0, {}]]], "shared_object_id": 2193, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-378"_tf_keras_layer*� {"name": "separable_conv_2_normal_left1_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left1_12", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 2197}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2196}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2194}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2195}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_178", 0, 0, {}]]], "shared_object_id": 2198, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2729}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-379"_tf_keras_layer*� {"name": "separable_conv_2_normal_right1_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right1_12", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 2202}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2201}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2199}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2200}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_180", 0, 0, {}]]], "shared_object_id": 2203, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2730}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-380"_tf_keras_layer*� {"name": "separable_conv_2_normal_left2_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left2_12", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 2207}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2206}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2204}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2205}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_182", 0, 0, {}]]], "shared_object_id": 2208, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2731}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-381"_tf_keras_layer*� {"name": "separable_conv_2_normal_right2_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_right2_12", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 2212}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2211}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2209}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2210}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_184", 0, 0, {}]]], "shared_object_id": 2213, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2732}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��0root.layer_with_weights-0.layer_with_weights-382"_tf_keras_layer*� {"name": "separable_conv_2_normal_left5_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "SeparableConv2D", "config": {"name": "separable_conv_2_normal_left5_12", "trainable": true, "dtype": "float32", "filters": 176, "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, "kernel_initializer": {"class_name": "HeNormal", "config": {"seed": null}, "shared_object_id": 2217}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2216}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2214}, "pointwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2215}, "depthwise_regularizer": null, "pointwise_regularizer": null, "depthwise_constraint": null, "pointwise_constraint": null}, "inbound_nodes": [[["activation_186", 0, 0, {}]]], "shared_object_id": 2218, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 176}}, "shared_object_id": 2733}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-383"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left1_12", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left1_12", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2219}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2220}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2221}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2222}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left1_12", 0, 0, {}]]], "shared_object_id": 2223, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2734}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-384"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right1_12", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right1_12", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2224}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2225}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2226}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2227}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right1_12", 0, 0, {}]]], "shared_object_id": 2228, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2735}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-385"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left2_12", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left2_12", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2229}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2230}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2231}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2232}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left2_12", 0, 0, {}]]], "shared_object_id": 2233, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2736}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-386"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_right2_12", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_right2_12", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2234}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2235}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2236}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2237}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_right2_12", 0, 0, {}]]], "shared_object_id": 2238, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2737}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-758"_tf_keras_layer*�{"name": "normal_left3_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left3_12", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["normal_bn_1_12", 0, 0, {}]]], "shared_object_id": 2239, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2738}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-759"_tf_keras_layer*�{"name": "normal_left4_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_left4_12", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_12", 0, 0, {}]]], "shared_object_id": 2240, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2739}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-760"_tf_keras_layer*�{"name": "normal_right4_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "AveragePooling2D", "config": {"name": "normal_right4_12", "trainable": true, "dtype": "float32", "pool_size": {"class_name": "__tuple__", "items": [3, 3]}, "padding": "same", "strides": {"class_name": "__tuple__", "items": [1, 1]}, "data_format": "channels_last"}, "inbound_nodes": [[["adjust_bn_12", 0, 0, {}]]], "shared_object_id": 2241, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 2740}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 � �0root.layer_with_weights-0.layer_with_weights-387"_tf_keras_layer*� {"name": "separable_conv_2_bn_normal_left5_12", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "separable_conv_2_bn_normal_left5_12", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.9997, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2242}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2243}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 2244}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 2245}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["separable_conv_2_normal_left5_12", 0, 0, {}]]], "shared_object_id": 2246, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 176}}, "shared_object_id": 2741}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 176]}}2 ��#root.layer_with_weights-0.layer-762"_tf_keras_layer*�{"name": "normal_add_1_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_1_12", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left1_12", 0, 0, {}], ["separable_conv_2_bn_normal_right1_12", 0, 0, {}]]], "shared_object_id": 2247, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-763"_tf_keras_layer*�{"name": "normal_add_2_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_2_12", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left2_12", 0, 0, {}], ["separable_conv_2_bn_normal_right2_12", 0, 0, {}]]], "shared_object_id": 2248, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-764"_tf_keras_layer*�{"name": "normal_add_3_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_3_12", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left3_12", 0, 0, {}], ["adjust_bn_12", 0, 0, {}]]], "shared_object_id": 2249, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-765"_tf_keras_layer*�{"name": "normal_add_4_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_4_12", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["normal_left4_12", 0, 0, {}], ["normal_right4_12", 0, 0, {}]]], "shared_object_id": 2250, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-766"_tf_keras_layer*�{"name": "normal_add_5_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Add", "config": {"name": "normal_add_5_12", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["separable_conv_2_bn_normal_left5_12", 0, 0, {}], ["normal_bn_1_12", 0, 0, {}]]], "shared_object_id": 2251, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-767"_tf_keras_layer*�{"name": "normal_concat_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Concatenate", "config": {"name": "normal_concat_12", "trainable": true, "dtype": "float32", "axis": -1}, "inbound_nodes": [[["adjust_bn_12", 0, 0, {}], ["normal_add_1_12", 0, 0, {}], ["normal_add_2_12", 0, 0, {}], ["normal_add_3_12", 0, 0, {}], ["normal_add_4_12", 0, 0, {}], ["normal_add_5_12", 0, 0, {}]]], "shared_object_id": 2252, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}, {"class_name": "TensorShape", "items": [null, 5, 5, 176]}]}2 ��#root.layer_with_weights-0.layer-768"_tf_keras_layer*�{"name": "activation_187", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Activation", "config": {"name": "activation_187", "trainable": true, "dtype": "float32", "activation": "relu"}, "inbound_nodes": [[["normal_concat_12", 0, 0, {}]]], "shared_object_id": 2253, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 1056]}}2 ��6root.keras_api.metrics.0"_tf_keras_metric*�{"class_name": "Mean", "name": "loss", "dtype": "float32", "config": {"name": "loss", "dtype": "float32"}, "shared_object_id": 2742}2 ��6root.keras_api.metrics.1"_tf_keras_metric*�{"class_name": "MeanMetricWrapper", "name": "accuracy", "dtype": "float32", "config": {"name": "accuracy", "dtype": "float32", "fn": "sparse_categorical_accuracy"}, "shared_object_id": 2262}2