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0, 0, {}]]], "shared_object_id": 16, "build_input_shape": {"class_name": "TensorShape", "items": [null, 80, 80, 16]}}2 !root.layer_with_weights-0.layer-6"_tf_keras_layer*{"name": "tf.math.multiply", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply", "trainable": false, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 17, "build_input_shape": {"class_name": "TensorShape", "items": [null, 80, 80, 16]}}2 !root.layer_with_weights-0.layer-7"_tf_keras_layer*{"name": "multiply", "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": "Multiply", "config": {"name": "multiply", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["Conv/BatchNorm", 0, 0, {}], ["tf.math.multiply", 0, 0, {}]]], "shared_object_id": 18, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 80, 80, 16]}, {"class_name": "TensorShape", "items": [null, 80, 80, 16]}]}2  .root.layer_with_weights-0.layer_with_weights-2"_tf_keras_layer* {"name": "expanded_conv/depthwise", "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": "DepthwiseConv2D", "config": {"name": "expanded_conv/depthwise", "trainable": false, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": 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"stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "BatchNormalization", "config": {"name": "expanded_conv/depthwise/BatchNorm", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 23}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 24}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 25}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 26}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv/depthwise", 0, 0, {}]]], "shared_object_id": 27, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 16}}, "shared_object_id": 606}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 80, 80, 16]}}2 ""root.layer_with_weights-0.layer-10"_tf_keras_layer*{"name": "re_lu_1", "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": "ReLU", "config": {"name": "re_lu_1", "trainable": false, "dtype": "float32", "max_value": null, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["expanded_conv/depthwise/BatchNorm", 0, 0, {}]]], "shared_object_id": 28, "build_input_shape": {"class_name": "TensorShape", "items": [null, 80, 80, 16]}}2 #.root.layer_with_weights-0.layer_with_weights-4"_tf_keras_layer* {"name": "expanded_conv/project", "trainable": false, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, 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w"root.layer_with_weights-0.layer-95"_tf_keras_layer*{"name": "multiply_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": "Multiply", "config": {"name": "multiply_2", "trainable": false, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_6/depthwise/BatchNorm", 0, 0, {}], ["tf.math.multiply_5", 0, 0, {}]]], "shared_object_id": 239, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 240]}, {"class_name": "TensorShape", "items": [null, 10, 10, 240]}]}2 x/root.layer_with_weights-0.layer_with_weights-46"_tf_keras_layer* {"name": "expanded_conv_6/project", "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": "Conv2D", "config": {"name": "expanded_conv_6/project", "trainable": false, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 240}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 241}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["multiply_2", 0, 0, {}]]], "shared_object_id": 242, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 240}}, "shared_object_id": 655}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 240]}}2 y/root.layer_with_weights-0.layer_with_weights-47"_tf_keras_layer* {"name": "expanded_conv_6/project/BatchNorm", "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": "expanded_conv_6/project/BatchNorm", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 243}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 244}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 245}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 246}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_6/project", 0, 0, {}]]], "shared_object_id": 247, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 80}}, "shared_object_id": 656}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 80]}}2 z/root.layer_with_weights-0.layer_with_weights-48"_tf_keras_layer* {"name": "expanded_conv_7/expand", "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": "Conv2D", "config": {"name": "expanded_conv_7/expand", "trainable": false, "dtype": "float32", "filters": 200, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 248}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 249}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_6/project/BatchNorm", 0, 0, {}]]], "shared_object_id": 250, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 80}}, "shared_object_id": 657}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 80]}}2 {/root.layer_with_weights-0.layer_with_weights-49"_tf_keras_layer* {"name": "expanded_conv_7/expand/BatchNorm", "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": "expanded_conv_7/expand/BatchNorm", "trainable": false, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 251}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 252}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 253}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 254}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_7/expand", 0, 0, {}]]], "shared_object_id": 255, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 200}}, "shared_object_id": 658}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 200]}}2 |#root.layer_with_weights-0.layer-100"_tf_keras_layer*{"name": "tf.__operators__.add_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_6", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_7/expand/BatchNorm", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 256, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 200]}}2 }#root.layer_with_weights-0.layer-101"_tf_keras_layer*{"name": "re_lu_17", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ReLU", "config": {"name": "re_lu_17", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_6", 0, 0, {}]]], "shared_object_id": 257, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 200]}}2 ~#root.layer_with_weights-0.layer-102"_tf_keras_layer*{"name": "tf.math.multiply_6", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_6", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_17", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 258, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 200]}}2 #root.layer_with_weights-0.layer-103"_tf_keras_layer*{"name": "multiply_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": "Multiply", "config": {"name": "multiply_3", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_7/expand/BatchNorm", 0, 0, {}], ["tf.math.multiply_6", 0, 0, {}]]], "shared_object_id": 259, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 200]}, {"class_name": "TensorShape", "items": [null, 10, 10, 200]}]}2 /root.layer_with_weights-0.layer_with_weights-50"_tf_keras_layer* {"name": "expanded_conv_7/depthwise", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "DepthwiseConv2D", "config": {"name": "expanded_conv_7/depthwise", "trainable": true, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 261}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 262}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["multiply_3", 0, 0, {}]]], "shared_object_id": 263, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 200}}, "shared_object_id": 659}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 200]}}2 /root.layer_with_weights-0.layer_with_weights-51"_tf_keras_layer* {"name": "expanded_conv_7/depthwise/BatchNorm", "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": "expanded_conv_7/depthwise/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 264}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 265}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 266}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 267}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_7/depthwise", 0, 0, {}]]], "shared_object_id": 268, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 200}}, "shared_object_id": 660}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 200]}}2 #root.layer_with_weights-0.layer-106"_tf_keras_layer*{"name": "tf.__operators__.add_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_7", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_7/depthwise/BatchNorm", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 269, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 200]}}2 #root.layer_with_weights-0.layer-107"_tf_keras_layer*{"name": "re_lu_18", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ReLU", "config": {"name": "re_lu_18", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_7", 0, 0, {}]]], "shared_object_id": 270, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 200]}}2 #root.layer_with_weights-0.layer-108"_tf_keras_layer*{"name": "tf.math.multiply_7", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_7", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_18", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 271, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 200]}}2 #root.layer_with_weights-0.layer-109"_tf_keras_layer*{"name": "multiply_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": "Multiply", "config": {"name": "multiply_4", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_7/depthwise/BatchNorm", 0, 0, {}], ["tf.math.multiply_7", 0, 0, {}]]], "shared_object_id": 272, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 200]}, {"class_name": "TensorShape", "items": [null, 10, 10, 200]}]}2 /root.layer_with_weights-0.layer_with_weights-52"_tf_keras_layer* {"name": "expanded_conv_7/project", "trainable": true, "expects_training_arg": 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": "expanded_conv_7/project", "trainable": true, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 273}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 274}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["multiply_4", 0, 0, {}]]], "shared_object_id": 275, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 200}}, "shared_object_id": 661}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 200]}}2 /root.layer_with_weights-0.layer_with_weights-53"_tf_keras_layer* {"name": "expanded_conv_7/project/BatchNorm", "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": "expanded_conv_7/project/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 276}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 277}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 278}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 279}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_7/project", 0, 0, {}]]], "shared_object_id": 280, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 80}}, "shared_object_id": 662}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 80]}}2 #root.layer_with_weights-0.layer-112"_tf_keras_layer*{"name": "expanded_conv_7/Add", "trainable": true, "expects_training_arg": 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": "expanded_conv_7/Add", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_6/project/BatchNorm", 0, 0, {}], ["expanded_conv_7/project/BatchNorm", 0, 0, {}]]], "shared_object_id": 281, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 80]}, {"class_name": "TensorShape", "items": [null, 10, 10, 80]}]}2 /root.layer_with_weights-0.layer_with_weights-54"_tf_keras_layer* {"name": "expanded_conv_8/expand", "trainable": true, "expects_training_arg": 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": "expanded_conv_8/expand", "trainable": true, "dtype": "float32", "filters": 184, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 282}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 283}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_7/Add", 0, 0, {}]]], "shared_object_id": 284, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 80}}, "shared_object_id": 663}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 80]}}2 /root.layer_with_weights-0.layer_with_weights-55"_tf_keras_layer* {"name": "expanded_conv_8/expand/BatchNorm", "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": "expanded_conv_8/expand/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 285}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 286}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 287}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 288}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_8/expand", 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": {"3": 184}}, "shared_object_id": 664}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 184]}}2 #root.layer_with_weights-0.layer-115"_tf_keras_layer*{"name": "tf.__operators__.add_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_8", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_8/expand/BatchNorm", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 290, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 184]}}2 #root.layer_with_weights-0.layer-116"_tf_keras_layer*{"name": "re_lu_19", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ReLU", "config": {"name": "re_lu_19", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_8", 0, 0, {}]]], "shared_object_id": 291, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 184]}}2 #root.layer_with_weights-0.layer-117"_tf_keras_layer*{"name": "tf.math.multiply_8", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_8", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_19", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 292, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 184]}}2 #root.layer_with_weights-0.layer-118"_tf_keras_layer*{"name": "multiply_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": "Multiply", "config": {"name": "multiply_5", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_8/expand/BatchNorm", 0, 0, {}], ["tf.math.multiply_8", 0, 0, {}]]], "shared_object_id": 293, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 184]}, {"class_name": "TensorShape", "items": [null, 10, 10, 184]}]}2 /root.layer_with_weights-0.layer_with_weights-56"_tf_keras_layer* {"name": "expanded_conv_8/depthwise", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "DepthwiseConv2D", "config": {"name": "expanded_conv_8/depthwise", "trainable": true, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 295}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 296}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["multiply_5", 0, 0, {}]]], "shared_object_id": 297, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 184}}, "shared_object_id": 665}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 184]}}2 /root.layer_with_weights-0.layer_with_weights-57"_tf_keras_layer* {"name": "expanded_conv_8/depthwise/BatchNorm", "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": "expanded_conv_8/depthwise/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 298}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 299}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 300}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 301}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_8/depthwise", 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": {"3": 184}}, "shared_object_id": 666}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 184]}}2 #root.layer_with_weights-0.layer-121"_tf_keras_layer*{"name": "tf.__operators__.add_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_9", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_8/depthwise/BatchNorm", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 303, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 184]}}2 #root.layer_with_weights-0.layer-122"_tf_keras_layer*{"name": "re_lu_20", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ReLU", "config": {"name": "re_lu_20", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_9", 0, 0, {}]]], "shared_object_id": 304, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 184]}}2 #root.layer_with_weights-0.layer-123"_tf_keras_layer*{"name": "tf.math.multiply_9", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_9", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_20", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 305, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 184]}}2 #root.layer_with_weights-0.layer-124"_tf_keras_layer*{"name": "multiply_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": "Multiply", "config": {"name": "multiply_6", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_8/depthwise/BatchNorm", 0, 0, {}], ["tf.math.multiply_9", 0, 0, {}]]], "shared_object_id": 306, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 184]}, {"class_name": "TensorShape", "items": [null, 10, 10, 184]}]}2 /root.layer_with_weights-0.layer_with_weights-58"_tf_keras_layer* {"name": "expanded_conv_8/project", "trainable": true, "expects_training_arg": 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": "expanded_conv_8/project", "trainable": true, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "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": [[["multiply_6", 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": 184}}, "shared_object_id": 667}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 184]}}2 /root.layer_with_weights-0.layer_with_weights-59"_tf_keras_layer* {"name": "expanded_conv_8/project/BatchNorm", "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": "expanded_conv_8/project/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 310}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 311}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 312}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 313}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_8/project", 0, 0, {}]]], "shared_object_id": 314, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 80}}, "shared_object_id": 668}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 80]}}2 #root.layer_with_weights-0.layer-127"_tf_keras_layer*{"name": "expanded_conv_8/Add", "trainable": true, "expects_training_arg": 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": "expanded_conv_8/Add", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_7/Add", 0, 0, {}], ["expanded_conv_8/project/BatchNorm", 0, 0, {}]]], "shared_object_id": 315, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 80]}, {"class_name": "TensorShape", "items": [null, 10, 10, 80]}]}2 /root.layer_with_weights-0.layer_with_weights-60"_tf_keras_layer* {"name": "expanded_conv_9/expand", "trainable": true, "expects_training_arg": 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": "expanded_conv_9/expand", "trainable": true, "dtype": "float32", "filters": 184, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 316}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 317}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_8/Add", 0, 0, {}]]], "shared_object_id": 318, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 80}}, "shared_object_id": 669}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 80]}}2 /root.layer_with_weights-0.layer_with_weights-61"_tf_keras_layer* {"name": "expanded_conv_9/expand/BatchNorm", "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": "expanded_conv_9/expand/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 319}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 320}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 321}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 322}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_9/expand", 0, 0, {}]]], "shared_object_id": 323, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 184}}, "shared_object_id": 670}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 184]}}2 #root.layer_with_weights-0.layer-130"_tf_keras_layer*{"name": "tf.__operators__.add_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_10", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_9/expand/BatchNorm", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 324, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 184]}}2 #root.layer_with_weights-0.layer-131"_tf_keras_layer*{"name": "re_lu_21", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ReLU", "config": {"name": "re_lu_21", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_10", 0, 0, {}]]], "shared_object_id": 325, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 184]}}2 #root.layer_with_weights-0.layer-132"_tf_keras_layer*{"name": "tf.math.multiply_10", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_10", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_21", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 326, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 184]}}2 #root.layer_with_weights-0.layer-133"_tf_keras_layer*{"name": "multiply_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": "Multiply", "config": {"name": "multiply_7", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_9/expand/BatchNorm", 0, 0, {}], ["tf.math.multiply_10", 0, 0, {}]]], "shared_object_id": 327, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 184]}, {"class_name": "TensorShape", "items": [null, 10, 10, 184]}]}2 /root.layer_with_weights-0.layer_with_weights-62"_tf_keras_layer* {"name": "expanded_conv_9/depthwise", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "DepthwiseConv2D", "config": {"name": "expanded_conv_9/depthwise", "trainable": true, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 329}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 330}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["multiply_7", 0, 0, {}]]], "shared_object_id": 331, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 184}}, "shared_object_id": 671}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 184]}}2 /root.layer_with_weights-0.layer_with_weights-63"_tf_keras_layer* {"name": "expanded_conv_9/depthwise/BatchNorm", "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": "expanded_conv_9/depthwise/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 332}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 333}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 334}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 335}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_9/depthwise", 0, 0, {}]]], "shared_object_id": 336, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 184}}, "shared_object_id": 672}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 184]}}2 #root.layer_with_weights-0.layer-136"_tf_keras_layer*{"name": "tf.__operators__.add_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_11", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_9/depthwise/BatchNorm", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 337, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 184]}}2 #root.layer_with_weights-0.layer-137"_tf_keras_layer*{"name": "re_lu_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": "ReLU", "config": {"name": "re_lu_22", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_11", 0, 0, {}]]], "shared_object_id": 338, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 184]}}2 #root.layer_with_weights-0.layer-138"_tf_keras_layer*{"name": "tf.math.multiply_11", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_11", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_22", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 339, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 184]}}2 #root.layer_with_weights-0.layer-139"_tf_keras_layer*{"name": "multiply_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": "Multiply", "config": {"name": "multiply_8", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_9/depthwise/BatchNorm", 0, 0, {}], ["tf.math.multiply_11", 0, 0, {}]]], "shared_object_id": 340, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 184]}, {"class_name": "TensorShape", "items": [null, 10, 10, 184]}]}2 /root.layer_with_weights-0.layer_with_weights-64"_tf_keras_layer* {"name": "expanded_conv_9/project", "trainable": true, "expects_training_arg": 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": "expanded_conv_9/project", "trainable": true, "dtype": "float32", "filters": 80, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 341}, "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}, "inbound_nodes": [[["multiply_8", 0, 0, {}]]], "shared_object_id": 343, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 184}}, "shared_object_id": 673}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 184]}}2 /root.layer_with_weights-0.layer_with_weights-65"_tf_keras_layer* {"name": "expanded_conv_9/project/BatchNorm", "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": "expanded_conv_9/project/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 344}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 345}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 346}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 347}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_9/project", 0, 0, {}]]], "shared_object_id": 348, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 80}}, "shared_object_id": 674}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 80]}}2 #root.layer_with_weights-0.layer-142"_tf_keras_layer*{"name": "expanded_conv_9/Add", "trainable": true, "expects_training_arg": 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": "expanded_conv_9/Add", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_8/Add", 0, 0, {}], ["expanded_conv_9/project/BatchNorm", 0, 0, {}]]], "shared_object_id": 349, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 80]}, {"class_name": "TensorShape", "items": [null, 10, 10, 80]}]}2 /root.layer_with_weights-0.layer_with_weights-66"_tf_keras_layer* {"name": "expanded_conv_10/expand", "trainable": true, "expects_training_arg": 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": "expanded_conv_10/expand", "trainable": true, "dtype": "float32", "filters": 480, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 350}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 351}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_9/Add", 0, 0, {}]]], "shared_object_id": 352, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 80}}, "shared_object_id": 675}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 80]}}2 /root.layer_with_weights-0.layer_with_weights-67"_tf_keras_layer* {"name": "expanded_conv_10/expand/BatchNorm", "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": "expanded_conv_10/expand/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 353}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 354}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 355}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 356}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_10/expand", 0, 0, {}]]], "shared_object_id": 357, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 480}}, "shared_object_id": 676}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 480]}}2 #root.layer_with_weights-0.layer-145"_tf_keras_layer*{"name": "tf.__operators__.add_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_12", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_10/expand/BatchNorm", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 358, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 480]}}2 #root.layer_with_weights-0.layer-146"_tf_keras_layer*{"name": "re_lu_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": "ReLU", "config": {"name": "re_lu_23", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_12", 0, 0, {}]]], "shared_object_id": 359, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 480]}}2 #root.layer_with_weights-0.layer-147"_tf_keras_layer*{"name": "tf.math.multiply_12", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_12", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_23", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 360, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 480]}}2 #root.layer_with_weights-0.layer-148"_tf_keras_layer*{"name": "multiply_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": "Multiply", "config": {"name": "multiply_9", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_10/expand/BatchNorm", 0, 0, {}], ["tf.math.multiply_12", 0, 0, {}]]], "shared_object_id": 361, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 480]}, {"class_name": "TensorShape", "items": [null, 10, 10, 480]}]}2 /root.layer_with_weights-0.layer_with_weights-68"_tf_keras_layer* {"name": "expanded_conv_10/depthwise", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "DepthwiseConv2D", "config": {"name": "expanded_conv_10/depthwise", "trainable": true, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 363}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 364}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["multiply_9", 0, 0, {}]]], "shared_object_id": 365, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 480}}, "shared_object_id": 677}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 480]}}2 /root.layer_with_weights-0.layer_with_weights-69"_tf_keras_layer* {"name": "expanded_conv_10/depthwise/BatchNorm", "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": "expanded_conv_10/depthwise/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 366}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 367}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 368}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 369}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_10/depthwise", 0, 0, {}]]], "shared_object_id": 370, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 480}}, "shared_object_id": 678}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 480]}}2 #root.layer_with_weights-0.layer-151"_tf_keras_layer*{"name": "tf.__operators__.add_13", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_13", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_10/depthwise/BatchNorm", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 371, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 480]}}2 #root.layer_with_weights-0.layer-152"_tf_keras_layer*{"name": "re_lu_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": "ReLU", "config": {"name": "re_lu_24", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_13", 0, 0, {}]]], "shared_object_id": 372, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 480]}}2 #root.layer_with_weights-0.layer-153"_tf_keras_layer*{"name": "tf.math.multiply_13", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_13", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_24", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 373, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 480]}}2 #root.layer_with_weights-0.layer-154"_tf_keras_layer*{"name": "multiply_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": "Multiply", "config": {"name": "multiply_10", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_10/depthwise/BatchNorm", 0, 0, {}], ["tf.math.multiply_13", 0, 0, {}]]], "shared_object_id": 374, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 480]}, {"class_name": "TensorShape", "items": [null, 10, 10, 480]}]}2 #root.layer_with_weights-0.layer-155"_tf_keras_layer*{"name": "expanded_conv_10/squeeze_excite/AvgPool", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GlobalAveragePooling2D", "config": {"name": "expanded_conv_10/squeeze_excite/AvgPool", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": true}, "inbound_nodes": [[["multiply_10", 0, 0, {}]]], "shared_object_id": 375, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 679}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 480]}}2 /root.layer_with_weights-0.layer_with_weights-70"_tf_keras_layer* {"name": "expanded_conv_10/squeeze_excite/Conv", "trainable": true, "expects_training_arg": 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": "expanded_conv_10/squeeze_excite/Conv", "trainable": true, "dtype": "float32", "filters": 120, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 376}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 377}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_10/squeeze_excite/AvgPool", 0, 0, {}]]], "shared_object_id": 378, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 480}}, "shared_object_id": 680}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 480]}}2 #root.layer_with_weights-0.layer-157"_tf_keras_layer*{"name": "expanded_conv_10/squeeze_excite/Relu", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ReLU", "config": {"name": "expanded_conv_10/squeeze_excite/Relu", "trainable": true, "dtype": "float32", "max_value": null, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["expanded_conv_10/squeeze_excite/Conv", 0, 0, {}]]], "shared_object_id": 379, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 120]}}2 /root.layer_with_weights-0.layer_with_weights-71"_tf_keras_layer* {"name": "expanded_conv_10/squeeze_excite/Conv_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": "expanded_conv_10/squeeze_excite/Conv_1", "trainable": true, "dtype": "float32", "filters": 480, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 380}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 381}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_10/squeeze_excite/Relu", 0, 0, {}]]], "shared_object_id": 382, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 120}}, "shared_object_id": 681}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 120]}}2 #root.layer_with_weights-0.layer-159"_tf_keras_layer*{"name": "tf.__operators__.add_14", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_14", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_10/squeeze_excite/Conv_1", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 383, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 480]}}2 #root.layer_with_weights-0.layer-160"_tf_keras_layer*{"name": "re_lu_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": "ReLU", "config": {"name": "re_lu_25", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_14", 0, 0, {}]]], "shared_object_id": 384, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 480]}}2 #root.layer_with_weights-0.layer-161"_tf_keras_layer*{"name": "tf.math.multiply_14", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_14", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_25", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 385, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 480]}}2 #root.layer_with_weights-0.layer-162"_tf_keras_layer*{"name": "expanded_conv_10/squeeze_excite/Mul", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Multiply", "config": {"name": "expanded_conv_10/squeeze_excite/Mul", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["multiply_10", 0, 0, {}], ["tf.math.multiply_14", 0, 0, {}]]], "shared_object_id": 386, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 480]}, {"class_name": "TensorShape", "items": [null, 1, 1, 480]}]}2 /root.layer_with_weights-0.layer_with_weights-72"_tf_keras_layer* {"name": "expanded_conv_10/project", "trainable": true, "expects_training_arg": 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": "expanded_conv_10/project", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 387}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 388}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_10/squeeze_excite/Mul", 0, 0, {}]]], "shared_object_id": 389, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 480}}, "shared_object_id": 682}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 480]}}2 /root.layer_with_weights-0.layer_with_weights-73"_tf_keras_layer* {"name": "expanded_conv_10/project/BatchNorm", "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": "expanded_conv_10/project/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 390}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 391}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 392}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 393}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_10/project", 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": {"3": 112}}, "shared_object_id": 683}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 112]}}2 /root.layer_with_weights-0.layer_with_weights-74"_tf_keras_layer* {"name": "expanded_conv_11/expand", "trainable": true, "expects_training_arg": 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": "expanded_conv_11/expand", "trainable": true, "dtype": "float32", "filters": 672, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 395}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 396}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_10/project/BatchNorm", 0, 0, {}]]], "shared_object_id": 397, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 112}}, "shared_object_id": 684}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 112]}}2 /root.layer_with_weights-0.layer_with_weights-75"_tf_keras_layer* {"name": "expanded_conv_11/expand/BatchNorm", "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": "expanded_conv_11/expand/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 398}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 399}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 400}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 401}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_11/expand", 0, 0, {}]]], "shared_object_id": 402, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 672}}, "shared_object_id": 685}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 672]}}2 #root.layer_with_weights-0.layer-167"_tf_keras_layer*{"name": "tf.__operators__.add_15", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_15", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_11/expand/BatchNorm", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 403, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 672]}}2 #root.layer_with_weights-0.layer-168"_tf_keras_layer*{"name": "re_lu_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": "ReLU", "config": {"name": "re_lu_26", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_15", 0, 0, {}]]], "shared_object_id": 404, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 672]}}2 #root.layer_with_weights-0.layer-169"_tf_keras_layer*{"name": "tf.math.multiply_15", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_15", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_26", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 405, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 672]}}2 #root.layer_with_weights-0.layer-170"_tf_keras_layer*{"name": "multiply_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": "Multiply", "config": {"name": "multiply_11", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_11/expand/BatchNorm", 0, 0, {}], ["tf.math.multiply_15", 0, 0, {}]]], "shared_object_id": 406, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 672]}, {"class_name": "TensorShape", "items": [null, 10, 10, 672]}]}2 /root.layer_with_weights-0.layer_with_weights-76"_tf_keras_layer* {"name": "expanded_conv_11/depthwise", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "DepthwiseConv2D", "config": {"name": "expanded_conv_11/depthwise", "trainable": true, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 408}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 409}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["multiply_11", 0, 0, {}]]], "shared_object_id": 410, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 686}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 672]}}2 /root.layer_with_weights-0.layer_with_weights-77"_tf_keras_layer* {"name": "expanded_conv_11/depthwise/BatchNorm", "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": "expanded_conv_11/depthwise/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 411}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 412}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 413}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 414}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_11/depthwise", 0, 0, {}]]], "shared_object_id": 415, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 672}}, "shared_object_id": 687}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 672]}}2 #root.layer_with_weights-0.layer-173"_tf_keras_layer*{"name": "tf.__operators__.add_16", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_16", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_11/depthwise/BatchNorm", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 416, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 672]}}2 #root.layer_with_weights-0.layer-174"_tf_keras_layer*{"name": "re_lu_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": "ReLU", "config": {"name": "re_lu_27", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_16", 0, 0, {}]]], "shared_object_id": 417, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 672]}}2 #root.layer_with_weights-0.layer-175"_tf_keras_layer*{"name": "tf.math.multiply_16", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_16", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_27", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 418, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 672]}}2 #root.layer_with_weights-0.layer-176"_tf_keras_layer*{"name": "multiply_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": "Multiply", "config": {"name": "multiply_12", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_11/depthwise/BatchNorm", 0, 0, {}], ["tf.math.multiply_16", 0, 0, {}]]], "shared_object_id": 419, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 672]}, {"class_name": "TensorShape", "items": [null, 10, 10, 672]}]}2 #root.layer_with_weights-0.layer-177"_tf_keras_layer*{"name": "expanded_conv_11/squeeze_excite/AvgPool", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GlobalAveragePooling2D", "config": {"name": "expanded_conv_11/squeeze_excite/AvgPool", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": true}, "inbound_nodes": [[["multiply_12", 0, 0, {}]]], "shared_object_id": 420, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 688}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 672]}}2 /root.layer_with_weights-0.layer_with_weights-78"_tf_keras_layer* {"name": "expanded_conv_11/squeeze_excite/Conv", "trainable": true, "expects_training_arg": 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": "expanded_conv_11/squeeze_excite/Conv", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 421}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 422}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_11/squeeze_excite/AvgPool", 0, 0, {}]]], "shared_object_id": 423, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 689}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 672]}}2 #root.layer_with_weights-0.layer-179"_tf_keras_layer*{"name": "expanded_conv_11/squeeze_excite/Relu", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ReLU", "config": {"name": "expanded_conv_11/squeeze_excite/Relu", "trainable": true, "dtype": "float32", "max_value": null, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["expanded_conv_11/squeeze_excite/Conv", 0, 0, {}]]], "shared_object_id": 424, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 168]}}2 /root.layer_with_weights-0.layer_with_weights-79"_tf_keras_layer* {"name": "expanded_conv_11/squeeze_excite/Conv_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": "expanded_conv_11/squeeze_excite/Conv_1", "trainable": true, "dtype": "float32", "filters": 672, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 425}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 426}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_11/squeeze_excite/Relu", 0, 0, {}]]], "shared_object_id": 427, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 168}}, "shared_object_id": 690}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 168]}}2 #root.layer_with_weights-0.layer-181"_tf_keras_layer*{"name": "tf.__operators__.add_17", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_17", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_11/squeeze_excite/Conv_1", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 428, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 672]}}2 #root.layer_with_weights-0.layer-182"_tf_keras_layer*{"name": "re_lu_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": "ReLU", "config": {"name": "re_lu_28", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_17", 0, 0, {}]]], "shared_object_id": 429, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 672]}}2 #root.layer_with_weights-0.layer-183"_tf_keras_layer*{"name": "tf.math.multiply_17", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_17", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_28", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 430, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 672]}}2 #root.layer_with_weights-0.layer-184"_tf_keras_layer*{"name": "expanded_conv_11/squeeze_excite/Mul", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Multiply", "config": {"name": "expanded_conv_11/squeeze_excite/Mul", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["multiply_12", 0, 0, {}], ["tf.math.multiply_17", 0, 0, {}]]], "shared_object_id": 431, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 672]}, {"class_name": "TensorShape", "items": [null, 1, 1, 672]}]}2 /root.layer_with_weights-0.layer_with_weights-80"_tf_keras_layer* {"name": "expanded_conv_11/project", "trainable": true, "expects_training_arg": 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": "expanded_conv_11/project", "trainable": true, "dtype": "float32", "filters": 112, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 432}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 433}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_11/squeeze_excite/Mul", 0, 0, {}]]], "shared_object_id": 434, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 691}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 672]}}2 /root.layer_with_weights-0.layer_with_weights-81"_tf_keras_layer* {"name": "expanded_conv_11/project/BatchNorm", "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": "expanded_conv_11/project/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 435}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 436}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 437}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 438}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_11/project", 0, 0, {}]]], "shared_object_id": 439, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 112}}, "shared_object_id": 692}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 112]}}2 #root.layer_with_weights-0.layer-187"_tf_keras_layer*{"name": "expanded_conv_11/Add", "trainable": true, "expects_training_arg": 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": "expanded_conv_11/Add", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_10/project/BatchNorm", 0, 0, {}], ["expanded_conv_11/project/BatchNorm", 0, 0, {}]]], "shared_object_id": 440, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 112]}, {"class_name": "TensorShape", "items": [null, 10, 10, 112]}]}2 /root.layer_with_weights-0.layer_with_weights-82"_tf_keras_layer* {"name": "expanded_conv_12/expand", "trainable": true, "expects_training_arg": 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": "expanded_conv_12/expand", "trainable": true, "dtype": "float32", "filters": 672, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 441}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 442}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_11/Add", 0, 0, {}]]], "shared_object_id": 443, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 112}}, "shared_object_id": 693}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 112]}}2 /root.layer_with_weights-0.layer_with_weights-83"_tf_keras_layer* {"name": "expanded_conv_12/expand/BatchNorm", "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": "expanded_conv_12/expand/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 444}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 445}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 446}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 447}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_12/expand", 0, 0, {}]]], "shared_object_id": 448, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 672}}, "shared_object_id": 694}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 672]}}2 #root.layer_with_weights-0.layer-190"_tf_keras_layer*{"name": "tf.__operators__.add_18", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_18", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_12/expand/BatchNorm", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 449, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 672]}}2 #root.layer_with_weights-0.layer-191"_tf_keras_layer*{"name": "re_lu_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": "ReLU", "config": {"name": "re_lu_29", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_18", 0, 0, {}]]], "shared_object_id": 450, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 672]}}2 #root.layer_with_weights-0.layer-192"_tf_keras_layer*{"name": "tf.math.multiply_18", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_18", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_29", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 451, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 672]}}2 #root.layer_with_weights-0.layer-193"_tf_keras_layer*{"name": "multiply_13", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Multiply", "config": {"name": "multiply_13", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_12/expand/BatchNorm", 0, 0, {}], ["tf.math.multiply_18", 0, 0, {}]]], "shared_object_id": 452, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 10, 10, 672]}, {"class_name": "TensorShape", "items": [null, 10, 10, 672]}]}2 #root.layer_with_weights-0.layer-194"_tf_keras_layer*{"name": "expanded_conv_12/depthwise/pad", "trainable": true, "expects_training_arg": 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": "expanded_conv_12/depthwise/pad", "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": [[["multiply_13", 0, 0, {}]]], "shared_object_id": 453, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 695}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 10, 10, 672]}}2 /root.layer_with_weights-0.layer_with_weights-84"_tf_keras_layer* {"name": "expanded_conv_12/depthwise", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "DepthwiseConv2D", "config": {"name": "expanded_conv_12/depthwise", "trainable": true, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "padding": "valid", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 455}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 456}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["expanded_conv_12/depthwise/pad", 0, 0, {}]]], "shared_object_id": 457, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 696}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 13, 13, 672]}}2 /root.layer_with_weights-0.layer_with_weights-85"_tf_keras_layer* {"name": "expanded_conv_12/depthwise/BatchNorm", "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": "expanded_conv_12/depthwise/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 458}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 459}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 460}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 461}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_12/depthwise", 0, 0, {}]]], "shared_object_id": 462, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 672}}, "shared_object_id": 697}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 672]}}2 #root.layer_with_weights-0.layer-197"_tf_keras_layer*{"name": "tf.__operators__.add_19", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_19", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_12/depthwise/BatchNorm", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 463, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 672]}}2 #root.layer_with_weights-0.layer-198"_tf_keras_layer*{"name": "re_lu_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": "ReLU", "config": {"name": "re_lu_30", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_19", 0, 0, {}]]], "shared_object_id": 464, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 672]}}2 #root.layer_with_weights-0.layer-199"_tf_keras_layer*{"name": "tf.math.multiply_19", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_19", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_30", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 465, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 672]}}2 #root.layer_with_weights-0.layer-200"_tf_keras_layer*{"name": "multiply_14", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Multiply", "config": {"name": "multiply_14", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_12/depthwise/BatchNorm", 0, 0, {}], ["tf.math.multiply_19", 0, 0, {}]]], "shared_object_id": 466, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 672]}, {"class_name": "TensorShape", "items": [null, 5, 5, 672]}]}2 #root.layer_with_weights-0.layer-201"_tf_keras_layer*{"name": "expanded_conv_12/squeeze_excite/AvgPool", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GlobalAveragePooling2D", "config": {"name": "expanded_conv_12/squeeze_excite/AvgPool", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": true}, "inbound_nodes": [[["multiply_14", 0, 0, {}]]], "shared_object_id": 467, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 698}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 672]}}2 /root.layer_with_weights-0.layer_with_weights-86"_tf_keras_layer* {"name": "expanded_conv_12/squeeze_excite/Conv", "trainable": true, "expects_training_arg": 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": "expanded_conv_12/squeeze_excite/Conv", "trainable": true, "dtype": "float32", "filters": 168, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 468}, "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}, "inbound_nodes": [[["expanded_conv_12/squeeze_excite/AvgPool", 0, 0, {}]]], "shared_object_id": 470, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 699}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 672]}}2 #root.layer_with_weights-0.layer-203"_tf_keras_layer*{"name": "expanded_conv_12/squeeze_excite/Relu", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ReLU", "config": {"name": "expanded_conv_12/squeeze_excite/Relu", "trainable": true, "dtype": "float32", "max_value": null, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["expanded_conv_12/squeeze_excite/Conv", 0, 0, {}]]], "shared_object_id": 471, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 168]}}2 /root.layer_with_weights-0.layer_with_weights-87"_tf_keras_layer* {"name": "expanded_conv_12/squeeze_excite/Conv_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": "expanded_conv_12/squeeze_excite/Conv_1", "trainable": true, "dtype": "float32", "filters": 672, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 472}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 473}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_12/squeeze_excite/Relu", 0, 0, {}]]], "shared_object_id": 474, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 168}}, "shared_object_id": 700}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 168]}}2 #root.layer_with_weights-0.layer-205"_tf_keras_layer*{"name": "tf.__operators__.add_20", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_20", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_12/squeeze_excite/Conv_1", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 475, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 672]}}2 #root.layer_with_weights-0.layer-206"_tf_keras_layer*{"name": "re_lu_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": "ReLU", "config": {"name": "re_lu_31", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_20", 0, 0, {}]]], "shared_object_id": 476, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 672]}}2 #root.layer_with_weights-0.layer-207"_tf_keras_layer*{"name": "tf.math.multiply_20", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_20", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_31", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 477, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 672]}}2 #root.layer_with_weights-0.layer-208"_tf_keras_layer*{"name": "expanded_conv_12/squeeze_excite/Mul", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Multiply", "config": {"name": "expanded_conv_12/squeeze_excite/Mul", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["multiply_14", 0, 0, {}], ["tf.math.multiply_20", 0, 0, {}]]], "shared_object_id": 478, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 672]}, {"class_name": "TensorShape", "items": [null, 1, 1, 672]}]}2 /root.layer_with_weights-0.layer_with_weights-88"_tf_keras_layer* {"name": "expanded_conv_12/project", "trainable": true, "expects_training_arg": 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": "expanded_conv_12/project", "trainable": true, "dtype": "float32", "filters": 160, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 479}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 480}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_12/squeeze_excite/Mul", 0, 0, {}]]], "shared_object_id": 481, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 701}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 672]}}2 /root.layer_with_weights-0.layer_with_weights-89"_tf_keras_layer* {"name": "expanded_conv_12/project/BatchNorm", "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": "expanded_conv_12/project/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 482}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 483}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 484}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 485}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_12/project", 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": {"3": 160}}, "shared_object_id": 702}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 160]}}2 /root.layer_with_weights-0.layer_with_weights-90"_tf_keras_layer* {"name": "expanded_conv_13/expand", "trainable": true, "expects_training_arg": 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": "expanded_conv_13/expand", "trainable": true, "dtype": "float32", "filters": 960, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 487}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 488}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_12/project/BatchNorm", 0, 0, {}]]], "shared_object_id": 489, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 703}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 160]}}2 /root.layer_with_weights-0.layer_with_weights-91"_tf_keras_layer* {"name": "expanded_conv_13/expand/BatchNorm", "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": "expanded_conv_13/expand/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 490}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 491}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 492}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 493}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_13/expand", 0, 0, {}]]], "shared_object_id": 494, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 960}}, "shared_object_id": 704}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 #root.layer_with_weights-0.layer-213"_tf_keras_layer*{"name": "tf.__operators__.add_21", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_21", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_13/expand/BatchNorm", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 495, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 #root.layer_with_weights-0.layer-214"_tf_keras_layer*{"name": "re_lu_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": "ReLU", "config": {"name": "re_lu_32", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_21", 0, 0, {}]]], "shared_object_id": 496, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 #root.layer_with_weights-0.layer-215"_tf_keras_layer*{"name": "tf.math.multiply_21", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_21", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_32", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 497, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 #root.layer_with_weights-0.layer-216"_tf_keras_layer*{"name": "multiply_15", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Multiply", "config": {"name": "multiply_15", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_13/expand/BatchNorm", 0, 0, {}], ["tf.math.multiply_21", 0, 0, {}]]], "shared_object_id": 498, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 960]}, {"class_name": "TensorShape", "items": [null, 5, 5, 960]}]}2 /root.layer_with_weights-0.layer_with_weights-92"_tf_keras_layer* {"name": "expanded_conv_13/depthwise", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "DepthwiseConv2D", "config": {"name": "expanded_conv_13/depthwise", "trainable": true, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 500}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 501}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["multiply_15", 0, 0, {}]]], "shared_object_id": 502, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 960}}, "shared_object_id": 705}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 /root.layer_with_weights-0.layer_with_weights-93"_tf_keras_layer* {"name": "expanded_conv_13/depthwise/BatchNorm", "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": "expanded_conv_13/depthwise/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 503}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 504}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 505}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 506}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_13/depthwise", 0, 0, {}]]], "shared_object_id": 507, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 960}}, "shared_object_id": 706}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 #root.layer_with_weights-0.layer-219"_tf_keras_layer*{"name": "tf.__operators__.add_22", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_22", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_13/depthwise/BatchNorm", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 508, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 #root.layer_with_weights-0.layer-220"_tf_keras_layer*{"name": "re_lu_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": "ReLU", "config": {"name": "re_lu_33", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_22", 0, 0, {}]]], "shared_object_id": 509, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 #root.layer_with_weights-0.layer-221"_tf_keras_layer*{"name": "tf.math.multiply_22", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_22", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_33", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 510, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 #root.layer_with_weights-0.layer-222"_tf_keras_layer*{"name": "multiply_16", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Multiply", "config": {"name": "multiply_16", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_13/depthwise/BatchNorm", 0, 0, {}], ["tf.math.multiply_22", 0, 0, {}]]], "shared_object_id": 511, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 960]}, {"class_name": "TensorShape", "items": [null, 5, 5, 960]}]}2 #root.layer_with_weights-0.layer-223"_tf_keras_layer*{"name": "expanded_conv_13/squeeze_excite/AvgPool", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GlobalAveragePooling2D", "config": {"name": "expanded_conv_13/squeeze_excite/AvgPool", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": true}, "inbound_nodes": [[["multiply_16", 0, 0, {}]]], "shared_object_id": 512, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 707}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 /root.layer_with_weights-0.layer_with_weights-94"_tf_keras_layer* {"name": "expanded_conv_13/squeeze_excite/Conv", "trainable": true, "expects_training_arg": 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": "expanded_conv_13/squeeze_excite/Conv", "trainable": true, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 513}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 514}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_13/squeeze_excite/AvgPool", 0, 0, {}]]], "shared_object_id": 515, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 960}}, "shared_object_id": 708}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 960]}}2 #root.layer_with_weights-0.layer-225"_tf_keras_layer*{"name": "expanded_conv_13/squeeze_excite/Relu", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ReLU", "config": {"name": "expanded_conv_13/squeeze_excite/Relu", "trainable": true, "dtype": "float32", "max_value": null, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["expanded_conv_13/squeeze_excite/Conv", 0, 0, {}]]], "shared_object_id": 516, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 240]}}2 /root.layer_with_weights-0.layer_with_weights-95"_tf_keras_layer* {"name": "expanded_conv_13/squeeze_excite/Conv_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": "expanded_conv_13/squeeze_excite/Conv_1", "trainable": true, "dtype": "float32", "filters": 960, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 517}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 518}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_13/squeeze_excite/Relu", 0, 0, {}]]], "shared_object_id": 519, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 240}}, "shared_object_id": 709}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 240]}}2 #root.layer_with_weights-0.layer-227"_tf_keras_layer*{"name": "tf.__operators__.add_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_23", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_13/squeeze_excite/Conv_1", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 520, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 960]}}2 #root.layer_with_weights-0.layer-228"_tf_keras_layer*{"name": "re_lu_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": "ReLU", "config": {"name": "re_lu_34", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_23", 0, 0, {}]]], "shared_object_id": 521, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 960]}}2 #root.layer_with_weights-0.layer-229"_tf_keras_layer*{"name": "tf.math.multiply_23", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_23", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_34", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 522, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 960]}}2 #root.layer_with_weights-0.layer-230"_tf_keras_layer*{"name": "expanded_conv_13/squeeze_excite/Mul", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Multiply", "config": {"name": "expanded_conv_13/squeeze_excite/Mul", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["multiply_16", 0, 0, {}], ["tf.math.multiply_23", 0, 0, {}]]], "shared_object_id": 523, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 960]}, {"class_name": "TensorShape", "items": [null, 1, 1, 960]}]}2 /root.layer_with_weights-0.layer_with_weights-96"_tf_keras_layer* {"name": "expanded_conv_13/project", "trainable": true, "expects_training_arg": 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": "expanded_conv_13/project", "trainable": true, "dtype": "float32", "filters": 160, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 524}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 525}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_13/squeeze_excite/Mul", 0, 0, {}]]], "shared_object_id": 526, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 960}}, "shared_object_id": 710}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 /root.layer_with_weights-0.layer_with_weights-97"_tf_keras_layer* {"name": "expanded_conv_13/project/BatchNorm", "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": "expanded_conv_13/project/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 527}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 528}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 529}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 530}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_13/project", 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": {"3": 160}}, "shared_object_id": 711}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 160]}}2 #root.layer_with_weights-0.layer-233"_tf_keras_layer*{"name": "expanded_conv_13/Add", "trainable": true, "expects_training_arg": 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": "expanded_conv_13/Add", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_12/project/BatchNorm", 0, 0, {}], ["expanded_conv_13/project/BatchNorm", 0, 0, {}]]], "shared_object_id": 532, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 160]}, {"class_name": "TensorShape", "items": [null, 5, 5, 160]}]}2 /root.layer_with_weights-0.layer_with_weights-98"_tf_keras_layer* {"name": "expanded_conv_14/expand", "trainable": true, "expects_training_arg": 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": "expanded_conv_14/expand", "trainable": true, "dtype": "float32", "filters": 960, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 533}, "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}, "inbound_nodes": [[["expanded_conv_13/Add", 0, 0, {}]]], "shared_object_id": 535, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 712}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 160]}}2 /root.layer_with_weights-0.layer_with_weights-99"_tf_keras_layer* {"name": "expanded_conv_14/expand/BatchNorm", "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": "expanded_conv_14/expand/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 536}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 537}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 538}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 539}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_14/expand", 0, 0, {}]]], "shared_object_id": 540, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 960}}, "shared_object_id": 713}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 #root.layer_with_weights-0.layer-236"_tf_keras_layer*{"name": "tf.__operators__.add_24", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_24", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_14/expand/BatchNorm", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 541, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 #root.layer_with_weights-0.layer-237"_tf_keras_layer*{"name": "re_lu_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": "ReLU", "config": {"name": "re_lu_35", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_24", 0, 0, {}]]], "shared_object_id": 542, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 #root.layer_with_weights-0.layer-238"_tf_keras_layer*{"name": "tf.math.multiply_24", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_24", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_35", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 543, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 #root.layer_with_weights-0.layer-239"_tf_keras_layer*{"name": "multiply_17", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Multiply", "config": {"name": "multiply_17", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_14/expand/BatchNorm", 0, 0, {}], ["tf.math.multiply_24", 0, 0, {}]]], "shared_object_id": 544, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 960]}, {"class_name": "TensorShape", "items": [null, 5, 5, 960]}]}2 0root.layer_with_weights-0.layer_with_weights-100"_tf_keras_layer* {"name": "expanded_conv_14/depthwise", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "DepthwiseConv2D", "config": {"name": "expanded_conv_14/depthwise", "trainable": true, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 546}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 547}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["multiply_17", 0, 0, {}]]], "shared_object_id": 548, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 960}}, "shared_object_id": 714}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 0root.layer_with_weights-0.layer_with_weights-101"_tf_keras_layer* {"name": "expanded_conv_14/depthwise/BatchNorm", "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": "expanded_conv_14/depthwise/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 549}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 550}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 551}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 552}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_14/depthwise", 0, 0, {}]]], "shared_object_id": 553, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 960}}, "shared_object_id": 715}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 #root.layer_with_weights-0.layer-242"_tf_keras_layer*{"name": "tf.__operators__.add_25", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_25", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_14/depthwise/BatchNorm", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 554, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 #root.layer_with_weights-0.layer-243"_tf_keras_layer*{"name": "re_lu_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": "ReLU", "config": {"name": "re_lu_36", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_25", 0, 0, {}]]], "shared_object_id": 555, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 #root.layer_with_weights-0.layer-244"_tf_keras_layer*{"name": "tf.math.multiply_25", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_25", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_36", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 556, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 #root.layer_with_weights-0.layer-245"_tf_keras_layer*{"name": "multiply_18", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Multiply", "config": {"name": "multiply_18", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_14/depthwise/BatchNorm", 0, 0, {}], ["tf.math.multiply_25", 0, 0, {}]]], "shared_object_id": 557, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 960]}, {"class_name": "TensorShape", "items": [null, 5, 5, 960]}]}2 #root.layer_with_weights-0.layer-246"_tf_keras_layer*{"name": "expanded_conv_14/squeeze_excite/AvgPool", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "GlobalAveragePooling2D", "config": {"name": "expanded_conv_14/squeeze_excite/AvgPool", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": true}, "inbound_nodes": [[["multiply_18", 0, 0, {}]]], "shared_object_id": 558, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 716}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 0root.layer_with_weights-0.layer_with_weights-102"_tf_keras_layer* {"name": "expanded_conv_14/squeeze_excite/Conv", "trainable": true, "expects_training_arg": 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": "expanded_conv_14/squeeze_excite/Conv", "trainable": true, "dtype": "float32", "filters": 240, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 559}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 560}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_14/squeeze_excite/AvgPool", 0, 0, {}]]], "shared_object_id": 561, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 960}}, "shared_object_id": 717}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 960]}}2 #root.layer_with_weights-0.layer-248"_tf_keras_layer*{"name": "expanded_conv_14/squeeze_excite/Relu", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "ReLU", "config": {"name": "expanded_conv_14/squeeze_excite/Relu", "trainable": true, "dtype": "float32", "max_value": null, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["expanded_conv_14/squeeze_excite/Conv", 0, 0, {}]]], "shared_object_id": 562, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 240]}}2 0root.layer_with_weights-0.layer_with_weights-103"_tf_keras_layer* {"name": "expanded_conv_14/squeeze_excite/Conv_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": "expanded_conv_14/squeeze_excite/Conv_1", "trainable": true, "dtype": "float32", "filters": 960, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 563}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 564}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_14/squeeze_excite/Relu", 0, 0, {}]]], "shared_object_id": 565, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 240}}, "shared_object_id": 718}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 240]}}2 #root.layer_with_weights-0.layer-250"_tf_keras_layer*{"name": "tf.__operators__.add_26", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_26", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["expanded_conv_14/squeeze_excite/Conv_1", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 566, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 960]}}2 #root.layer_with_weights-0.layer-251"_tf_keras_layer*{"name": "re_lu_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": "ReLU", "config": {"name": "re_lu_37", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_26", 0, 0, {}]]], "shared_object_id": 567, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 960]}}2 #root.layer_with_weights-0.layer-252"_tf_keras_layer*{"name": "tf.math.multiply_26", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_26", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_37", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 568, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 960]}}2 #root.layer_with_weights-0.layer-253"_tf_keras_layer*{"name": "expanded_conv_14/squeeze_excite/Mul", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Multiply", "config": {"name": "expanded_conv_14/squeeze_excite/Mul", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["multiply_18", 0, 0, {}], ["tf.math.multiply_26", 0, 0, {}]]], "shared_object_id": 569, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 960]}, {"class_name": "TensorShape", "items": [null, 1, 1, 960]}]}2 0root.layer_with_weights-0.layer_with_weights-104"_tf_keras_layer* {"name": "expanded_conv_14/project", "trainable": true, "expects_training_arg": 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": "expanded_conv_14/project", "trainable": true, "dtype": "float32", "filters": 160, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 570}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 571}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_14/squeeze_excite/Mul", 0, 0, {}]]], "shared_object_id": 572, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 960}}, "shared_object_id": 719}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 0root.layer_with_weights-0.layer_with_weights-105"_tf_keras_layer* {"name": "expanded_conv_14/project/BatchNorm", "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": "expanded_conv_14/project/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 573}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 574}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 575}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 576}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["expanded_conv_14/project", 0, 0, {}]]], "shared_object_id": 577, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 160}}, "shared_object_id": 720}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 160]}}2 #root.layer_with_weights-0.layer-256"_tf_keras_layer*{"name": "expanded_conv_14/Add", "trainable": true, "expects_training_arg": 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": "expanded_conv_14/Add", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["expanded_conv_13/Add", 0, 0, {}], ["expanded_conv_14/project/BatchNorm", 0, 0, {}]]], "shared_object_id": 578, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 160]}, {"class_name": "TensorShape", "items": [null, 5, 5, 160]}]}2 0root.layer_with_weights-0.layer_with_weights-106"_tf_keras_layer* {"name": "Conv_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": "Conv_1", "trainable": true, "dtype": "float32", "filters": 960, "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": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 579}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 580}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["expanded_conv_14/Add", 0, 0, {}]]], "shared_object_id": 581, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 160}}, "shared_object_id": 721}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 160]}}2 0root.layer_with_weights-0.layer_with_weights-107"_tf_keras_layer* {"name": "Conv_1/BatchNorm", "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": "Conv_1/BatchNorm", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.999, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 582}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 583}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 584}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 585}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["Conv_1", 0, 0, {}]]], "shared_object_id": 586, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 960}}, "shared_object_id": 722}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 #root.layer_with_weights-0.layer-259"_tf_keras_layer*{"name": "tf.__operators__.add_27", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.__operators__.add_27", "trainable": true, "dtype": "float32", "function": "__operators__.add"}, "inbound_nodes": [["Conv_1/BatchNorm", 0, 0, {"y": 3.0, "name": null}]], "shared_object_id": 587, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 #root.layer_with_weights-0.layer-260"_tf_keras_layer*{"name": "re_lu_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": "ReLU", "config": {"name": "re_lu_38", "trainable": true, "dtype": "float32", "max_value": 6.0, "negative_slope": 0.0, "threshold": 0.0}, "inbound_nodes": [[["tf.__operators__.add_27", 0, 0, {}]]], "shared_object_id": 588, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 #root.layer_with_weights-0.layer-261"_tf_keras_layer*{"name": "tf.math.multiply_27", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": true, "preserve_input_structure_in_config": true, "autocast": false, "class_name": "TFOpLambda", "config": {"name": "tf.math.multiply_27", "trainable": true, "dtype": "float32", "function": "math.multiply"}, "inbound_nodes": [["re_lu_38", 0, 0, {"y": 0.16666666666666666, "name": null}]], "shared_object_id": 589, "build_input_shape": {"class_name": "TensorShape", "items": [null, 5, 5, 960]}}2 #root.layer_with_weights-0.layer-262"_tf_keras_layer*{"name": "multiply_19", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Multiply", "config": {"name": "multiply_19", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["Conv_1/BatchNorm", 0, 0, {}], ["tf.math.multiply_27", 0, 0, {}]]], "shared_object_id": 590, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 5, 5, 960]}, {"class_name": "TensorShape", "items": [null, 5, 5, 960]}]}2 root.keras_api.metrics.0"_tf_keras_metric*{"class_name": "Mean", "name": "loss", "dtype": "float32", "config": {"name": "loss", "dtype": "float32"}, "shared_object_id": 723}2 root.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": 599}2