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{"name": "block2a_dwconv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block2a_dwconv", "trainable": true, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [3, 3]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "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": 48}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 49}, "depthwise_regularizer": null, "depthwise_constraint": 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1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 233}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block4b_expand_activation", 0, 0, {}]]], "shared_object_id": 234, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 480}}, "shared_object_id": 683}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 480]}}2 d/root.layer_with_weights-0.layer_with_weights-51"_tf_keras_layer*{"name": "block4b_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block4b_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 235}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 236}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 237}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 238}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block4b_dwconv", 0, 0, {}]]], "shared_object_id": 239, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 480}}, "shared_object_id": 684}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 480]}}2 e"root.layer_with_weights-0.layer-88"_tf_keras_layer*{"name": "block4b_activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block4b_activation", "trainable": true, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block4b_bn", 0, 0, {}]]], "shared_object_id": 240}2 f"root.layer_with_weights-0.layer-89"_tf_keras_layer*{"name": "block4b_se_squeeze", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block4b_se_squeeze", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block4b_activation", 0, 0, {}]]], "shared_object_id": 241, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 685}}2 g"root.layer_with_weights-0.layer-90"_tf_keras_layer*{"name": "block4b_se_reshape", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block4b_se_reshape", "trainable": true, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 480]}}, "inbound_nodes": [[["block4b_se_squeeze", 0, 0, {}]]], "shared_object_id": 242}2 h/root.layer_with_weights-0.layer_with_weights-52"_tf_keras_layer* {"name": "block4b_se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block4b_se_reduce", "trainable": true, "dtype": "float32", "filters": 20, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 243}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 244}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4b_se_reshape", 0, 0, {}]]], "shared_object_id": 245, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 480}}, "shared_object_id": 686}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 480]}}2 i/root.layer_with_weights-0.layer_with_weights-53"_tf_keras_layer* {"name": "block4b_se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block4b_se_expand", "trainable": 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": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 246}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 247}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4b_se_reduce", 0, 0, {}]]], "shared_object_id": 248, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 20}}, "shared_object_id": 687}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 20]}}2 j"root.layer_with_weights-0.layer-93"_tf_keras_layer*{"name": "block4b_se_excite", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block4b_se_excite", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["block4b_activation", 0, 0, {}], ["block4b_se_expand", 0, 0, {}]]], "shared_object_id": 249, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 8, 8, 480]}, {"class_name": "TensorShape", "items": [null, 1, 1, 480]}]}2 k/root.layer_with_weights-0.layer_with_weights-54"_tf_keras_layer* {"name": "block4b_project_conv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block4b_project_conv", "trainable": 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": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 250}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 251}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4b_se_excite", 0, 0, {}]]], "shared_object_id": 252, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 480}}, "shared_object_id": 688}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 480]}}2 l/root.layer_with_weights-0.layer_with_weights-55"_tf_keras_layer* {"name": "block4b_project_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block4b_project_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 253}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 254}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 255}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 256}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block4b_project_conv", 0, 0, {}]]], "shared_object_id": 257, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 80}}, "shared_object_id": 689}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 80]}}2 m"root.layer_with_weights-0.layer-96"_tf_keras_layer*{"name": "block4b_drop", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "FixedDropout", "config": {"name": "block4b_drop", "trainable": true, "dtype": "float32", "rate": 0.07500000000000001, "noise_shape": [null, 1, 1, 1], "seed": null}, "inbound_nodes": [[["block4b_project_bn", 0, 0, {}]]], "shared_object_id": 258}2 n"root.layer_with_weights-0.layer-97"_tf_keras_layer*{"name": "block4b_add", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "block4b_add", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["block4b_drop", 0, 0, {}], ["block4a_project_bn", 0, 0, {}]]], "shared_object_id": 259, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 8, 8, 80]}, {"class_name": "TensorShape", "items": [null, 8, 8, 80]}]}2 o/root.layer_with_weights-0.layer_with_weights-56"_tf_keras_layer* {"name": "block4c_expand_conv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block4c_expand_conv", "trainable": 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": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 260}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 261}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4b_add", 0, 0, {}]]], "shared_object_id": 262, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 80}}, "shared_object_id": 690}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 80]}}2 p/root.layer_with_weights-0.layer_with_weights-57"_tf_keras_layer* {"name": "block4c_expand_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block4c_expand_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 263}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 264}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 265}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 266}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block4c_expand_conv", 0, 0, {}]]], "shared_object_id": 267, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 480}}, "shared_object_id": 691}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 480]}}2 q#root.layer_with_weights-0.layer-100"_tf_keras_layer*{"name": "block4c_expand_activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block4c_expand_activation", "trainable": true, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block4c_expand_bn", 0, 0, {}]]], "shared_object_id": 268}2 r/root.layer_with_weights-0.layer_with_weights-58"_tf_keras_layer* {"name": "block4c_dwconv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block4c_dwconv", "trainable": 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": 270}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 271}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block4c_expand_activation", 0, 0, {}]]], "shared_object_id": 272, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 480}}, "shared_object_id": 692}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 480]}}2 s/root.layer_with_weights-0.layer_with_weights-59"_tf_keras_layer*{"name": "block4c_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block4c_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 273}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 274}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 275}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 276}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block4c_dwconv", 0, 0, {}]]], "shared_object_id": 277, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 480}}, "shared_object_id": 693}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 480]}}2 t#root.layer_with_weights-0.layer-103"_tf_keras_layer*{"name": "block4c_activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block4c_activation", "trainable": true, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block4c_bn", 0, 0, {}]]], "shared_object_id": 278}2 u#root.layer_with_weights-0.layer-104"_tf_keras_layer*{"name": "block4c_se_squeeze", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block4c_se_squeeze", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block4c_activation", 0, 0, {}]]], "shared_object_id": 279, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 694}}2 v#root.layer_with_weights-0.layer-105"_tf_keras_layer*{"name": "block4c_se_reshape", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block4c_se_reshape", "trainable": true, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 480]}}, "inbound_nodes": [[["block4c_se_squeeze", 0, 0, {}]]], "shared_object_id": 280}2 w/root.layer_with_weights-0.layer_with_weights-60"_tf_keras_layer* {"name": "block4c_se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block4c_se_reduce", "trainable": true, "dtype": "float32", "filters": 20, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 281}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 282}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4c_se_reshape", 0, 0, {}]]], "shared_object_id": 283, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 480}}, "shared_object_id": 695}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 480]}}2 x/root.layer_with_weights-0.layer_with_weights-61"_tf_keras_layer* {"name": "block4c_se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block4c_se_expand", "trainable": 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": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 284}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 285}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4c_se_reduce", 0, 0, {}]]], "shared_object_id": 286, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 20}}, "shared_object_id": 696}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 20]}}2 y#root.layer_with_weights-0.layer-108"_tf_keras_layer*{"name": "block4c_se_excite", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block4c_se_excite", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["block4c_activation", 0, 0, {}], ["block4c_se_expand", 0, 0, {}]]], "shared_object_id": 287, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 8, 8, 480]}, {"class_name": "TensorShape", "items": [null, 1, 1, 480]}]}2 z/root.layer_with_weights-0.layer_with_weights-62"_tf_keras_layer* {"name": "block4c_project_conv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block4c_project_conv", "trainable": 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": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 288}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 289}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4c_se_excite", 0, 0, {}]]], "shared_object_id": 290, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 480}}, "shared_object_id": 697}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 480]}}2 {/root.layer_with_weights-0.layer_with_weights-63"_tf_keras_layer* {"name": "block4c_project_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block4c_project_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 291}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 292}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 293}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 294}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block4c_project_conv", 0, 0, {}]]], "shared_object_id": 295, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 80}}, "shared_object_id": 698}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 80]}}2 |#root.layer_with_weights-0.layer-111"_tf_keras_layer*{"name": "block4c_drop", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "FixedDropout", "config": {"name": "block4c_drop", "trainable": true, "dtype": "float32", "rate": 0.08750000000000001, "noise_shape": [null, 1, 1, 1], "seed": null}, "inbound_nodes": [[["block4c_project_bn", 0, 0, {}]]], "shared_object_id": 296}2 }#root.layer_with_weights-0.layer-112"_tf_keras_layer*{"name": "block4c_add", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "block4c_add", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["block4c_drop", 0, 0, {}], ["block4b_add", 0, 0, {}]]], "shared_object_id": 297, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 8, 8, 80]}, {"class_name": "TensorShape", "items": [null, 8, 8, 80]}]}2 ~/root.layer_with_weights-0.layer_with_weights-64"_tf_keras_layer* {"name": "block5a_expand_conv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5a_expand_conv", "trainable": 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": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 298}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 299}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block4c_add", 0, 0, {}]]], "shared_object_id": 300, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 80}}, "shared_object_id": 699}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 80]}}2 /root.layer_with_weights-0.layer_with_weights-65"_tf_keras_layer* {"name": "block5a_expand_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block5a_expand_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 301}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 302}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 303}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 304}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block5a_expand_conv", 0, 0, {}]]], "shared_object_id": 305, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 480}}, "shared_object_id": 700}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 480]}}2 #root.layer_with_weights-0.layer-115"_tf_keras_layer*{"name": "block5a_expand_activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block5a_expand_activation", "trainable": true, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block5a_expand_bn", 0, 0, {}]]], "shared_object_id": 306}2 /root.layer_with_weights-0.layer_with_weights-66"_tf_keras_layer* {"name": "block5a_dwconv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block5a_dwconv", "trainable": 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": 308}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 309}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block5a_expand_activation", 0, 0, {}]]], "shared_object_id": 310, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 480}}, "shared_object_id": 701}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 480]}}2 /root.layer_with_weights-0.layer_with_weights-67"_tf_keras_layer*{"name": "block5a_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block5a_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 311}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 312}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 313}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 314}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block5a_dwconv", 0, 0, {}]]], "shared_object_id": 315, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 480}}, "shared_object_id": 702}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 480]}}2 #root.layer_with_weights-0.layer-118"_tf_keras_layer*{"name": "block5a_activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block5a_activation", "trainable": true, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block5a_bn", 0, 0, {}]]], "shared_object_id": 316}2 #root.layer_with_weights-0.layer-119"_tf_keras_layer*{"name": "block5a_se_squeeze", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block5a_se_squeeze", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block5a_activation", 0, 0, {}]]], "shared_object_id": 317, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 703}}2 #root.layer_with_weights-0.layer-120"_tf_keras_layer*{"name": "block5a_se_reshape", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block5a_se_reshape", "trainable": true, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 480]}}, "inbound_nodes": [[["block5a_se_squeeze", 0, 0, {}]]], "shared_object_id": 318}2 /root.layer_with_weights-0.layer_with_weights-68"_tf_keras_layer* {"name": "block5a_se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5a_se_reduce", "trainable": true, "dtype": "float32", "filters": 20, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 319}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 320}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5a_se_reshape", 0, 0, {}]]], "shared_object_id": 321, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 480}}, "shared_object_id": 704}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 480]}}2 /root.layer_with_weights-0.layer_with_weights-69"_tf_keras_layer* {"name": "block5a_se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5a_se_expand", "trainable": 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": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 322}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 323}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5a_se_reduce", 0, 0, {}]]], "shared_object_id": 324, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 20}}, "shared_object_id": 705}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 20]}}2 #root.layer_with_weights-0.layer-123"_tf_keras_layer*{"name": "block5a_se_excite", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block5a_se_excite", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["block5a_activation", 0, 0, {}], ["block5a_se_expand", 0, 0, {}]]], "shared_object_id": 325, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 8, 8, 480]}, {"class_name": "TensorShape", "items": [null, 1, 1, 480]}]}2 /root.layer_with_weights-0.layer_with_weights-70"_tf_keras_layer* {"name": "block5a_project_conv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5a_project_conv", "trainable": 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": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 326}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 327}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5a_se_excite", 0, 0, {}]]], "shared_object_id": 328, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 480}}, "shared_object_id": 706}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 480]}}2 /root.layer_with_weights-0.layer_with_weights-71"_tf_keras_layer* {"name": "block5a_project_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block5a_project_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 329}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 330}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 331}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 332}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block5a_project_conv", 0, 0, {}]]], "shared_object_id": 333, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 112}}, "shared_object_id": 707}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 112]}}2 /root.layer_with_weights-0.layer_with_weights-72"_tf_keras_layer* {"name": "block5b_expand_conv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5b_expand_conv", "trainable": 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": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 334}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 335}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5a_project_bn", 0, 0, {}]]], "shared_object_id": 336, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 112}}, "shared_object_id": 708}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 112]}}2 /root.layer_with_weights-0.layer_with_weights-73"_tf_keras_layer* {"name": "block5b_expand_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block5b_expand_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 337}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 338}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 339}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 340}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block5b_expand_conv", 0, 0, {}]]], "shared_object_id": 341, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 672}}, "shared_object_id": 709}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 672]}}2 #root.layer_with_weights-0.layer-128"_tf_keras_layer*{"name": "block5b_expand_activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block5b_expand_activation", "trainable": true, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block5b_expand_bn", 0, 0, {}]]], "shared_object_id": 342}2 /root.layer_with_weights-0.layer_with_weights-74"_tf_keras_layer* {"name": "block5b_dwconv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block5b_dwconv", "trainable": 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": 344}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 345}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block5b_expand_activation", 0, 0, {}]]], "shared_object_id": 346, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 672}}, "shared_object_id": 710}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 672]}}2 /root.layer_with_weights-0.layer_with_weights-75"_tf_keras_layer*{"name": "block5b_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block5b_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 347}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 348}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 349}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 350}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block5b_dwconv", 0, 0, {}]]], "shared_object_id": 351, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 672}}, "shared_object_id": 711}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 672]}}2 #root.layer_with_weights-0.layer-131"_tf_keras_layer*{"name": "block5b_activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block5b_activation", "trainable": true, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block5b_bn", 0, 0, {}]]], "shared_object_id": 352}2 #root.layer_with_weights-0.layer-132"_tf_keras_layer*{"name": "block5b_se_squeeze", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block5b_se_squeeze", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block5b_activation", 0, 0, {}]]], "shared_object_id": 353, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 712}}2 #root.layer_with_weights-0.layer-133"_tf_keras_layer*{"name": "block5b_se_reshape", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block5b_se_reshape", "trainable": true, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 672]}}, "inbound_nodes": [[["block5b_se_squeeze", 0, 0, {}]]], "shared_object_id": 354}2 /root.layer_with_weights-0.layer_with_weights-76"_tf_keras_layer* {"name": "block5b_se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5b_se_reduce", "trainable": true, "dtype": "float32", "filters": 28, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 355}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 356}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5b_se_reshape", 0, 0, {}]]], "shared_object_id": 357, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 713}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 672]}}2 /root.layer_with_weights-0.layer_with_weights-77"_tf_keras_layer* {"name": "block5b_se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5b_se_expand", "trainable": 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": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 358}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 359}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5b_se_reduce", 0, 0, {}]]], "shared_object_id": 360, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 28}}, "shared_object_id": 714}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 28]}}2 #root.layer_with_weights-0.layer-136"_tf_keras_layer*{"name": "block5b_se_excite", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block5b_se_excite", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["block5b_activation", 0, 0, {}], ["block5b_se_expand", 0, 0, {}]]], "shared_object_id": 361, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 8, 8, 672]}, {"class_name": "TensorShape", "items": [null, 1, 1, 672]}]}2 /root.layer_with_weights-0.layer_with_weights-78"_tf_keras_layer* {"name": "block5b_project_conv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5b_project_conv", "trainable": 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": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 362}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 363}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5b_se_excite", 0, 0, {}]]], "shared_object_id": 364, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 715}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 672]}}2 /root.layer_with_weights-0.layer_with_weights-79"_tf_keras_layer* {"name": "block5b_project_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block5b_project_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 365}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 366}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 367}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 368}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block5b_project_conv", 0, 0, {}]]], "shared_object_id": 369, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 112}}, "shared_object_id": 716}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 112]}}2 #root.layer_with_weights-0.layer-139"_tf_keras_layer*{"name": "block5b_drop", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "FixedDropout", "config": {"name": "block5b_drop", "trainable": true, "dtype": "float32", "rate": 0.1125, "noise_shape": [null, 1, 1, 1], "seed": null}, "inbound_nodes": [[["block5b_project_bn", 0, 0, {}]]], "shared_object_id": 370}2 #root.layer_with_weights-0.layer-140"_tf_keras_layer*{"name": "block5b_add", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "block5b_add", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["block5b_drop", 0, 0, {}], ["block5a_project_bn", 0, 0, {}]]], "shared_object_id": 371, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 8, 8, 112]}, {"class_name": "TensorShape", "items": [null, 8, 8, 112]}]}2 /root.layer_with_weights-0.layer_with_weights-80"_tf_keras_layer* {"name": "block5c_expand_conv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5c_expand_conv", "trainable": 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": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 372}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 373}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5b_add", 0, 0, {}]]], "shared_object_id": 374, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 112}}, "shared_object_id": 717}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 112]}}2 /root.layer_with_weights-0.layer_with_weights-81"_tf_keras_layer* {"name": "block5c_expand_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block5c_expand_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 375}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 376}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 377}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 378}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block5c_expand_conv", 0, 0, {}]]], "shared_object_id": 379, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 672}}, "shared_object_id": 718}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 672]}}2 #root.layer_with_weights-0.layer-143"_tf_keras_layer*{"name": "block5c_expand_activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block5c_expand_activation", "trainable": true, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block5c_expand_bn", 0, 0, {}]]], "shared_object_id": 380}2 /root.layer_with_weights-0.layer_with_weights-82"_tf_keras_layer* {"name": "block5c_dwconv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block5c_dwconv", "trainable": 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": 382}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 383}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block5c_expand_activation", 0, 0, {}]]], "shared_object_id": 384, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 672}}, "shared_object_id": 719}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 672]}}2 /root.layer_with_weights-0.layer_with_weights-83"_tf_keras_layer*{"name": "block5c_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block5c_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 385}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 386}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 387}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 388}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block5c_dwconv", 0, 0, {}]]], "shared_object_id": 389, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 672}}, "shared_object_id": 720}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 672]}}2 #root.layer_with_weights-0.layer-146"_tf_keras_layer*{"name": "block5c_activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block5c_activation", "trainable": true, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block5c_bn", 0, 0, {}]]], "shared_object_id": 390}2 #root.layer_with_weights-0.layer-147"_tf_keras_layer*{"name": "block5c_se_squeeze", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block5c_se_squeeze", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block5c_activation", 0, 0, {}]]], "shared_object_id": 391, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 721}}2 #root.layer_with_weights-0.layer-148"_tf_keras_layer*{"name": "block5c_se_reshape", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block5c_se_reshape", "trainable": true, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 672]}}, "inbound_nodes": [[["block5c_se_squeeze", 0, 0, {}]]], "shared_object_id": 392}2 /root.layer_with_weights-0.layer_with_weights-84"_tf_keras_layer* {"name": "block5c_se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5c_se_reduce", "trainable": true, "dtype": "float32", "filters": 28, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 393}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 394}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5c_se_reshape", 0, 0, {}]]], "shared_object_id": 395, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 722}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 672]}}2 /root.layer_with_weights-0.layer_with_weights-85"_tf_keras_layer* {"name": "block5c_se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5c_se_expand", "trainable": 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": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 396}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 397}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5c_se_reduce", 0, 0, {}]]], "shared_object_id": 398, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 28}}, "shared_object_id": 723}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 28]}}2 #root.layer_with_weights-0.layer-151"_tf_keras_layer*{"name": "block5c_se_excite", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block5c_se_excite", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["block5c_activation", 0, 0, {}], ["block5c_se_expand", 0, 0, {}]]], "shared_object_id": 399, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 8, 8, 672]}, {"class_name": "TensorShape", "items": [null, 1, 1, 672]}]}2 /root.layer_with_weights-0.layer_with_weights-86"_tf_keras_layer* {"name": "block5c_project_conv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block5c_project_conv", "trainable": 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": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 400}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 401}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5c_se_excite", 0, 0, {}]]], "shared_object_id": 402, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 724}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 672]}}2 /root.layer_with_weights-0.layer_with_weights-87"_tf_keras_layer* {"name": "block5c_project_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block5c_project_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 403}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 404}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 405}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 406}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block5c_project_conv", 0, 0, {}]]], "shared_object_id": 407, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 112}}, "shared_object_id": 725}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 112]}}2 #root.layer_with_weights-0.layer-154"_tf_keras_layer*{"name": "block5c_drop", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "FixedDropout", "config": {"name": "block5c_drop", "trainable": true, "dtype": "float32", "rate": 0.125, "noise_shape": [null, 1, 1, 1], "seed": null}, "inbound_nodes": [[["block5c_project_bn", 0, 0, {}]]], "shared_object_id": 408}2 #root.layer_with_weights-0.layer-155"_tf_keras_layer*{"name": "block5c_add", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "block5c_add", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["block5c_drop", 0, 0, {}], ["block5b_add", 0, 0, {}]]], "shared_object_id": 409, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 8, 8, 112]}, {"class_name": "TensorShape", "items": [null, 8, 8, 112]}]}2 /root.layer_with_weights-0.layer_with_weights-88"_tf_keras_layer* {"name": "block6a_expand_conv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6a_expand_conv", "trainable": 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": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 410}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 411}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block5c_add", 0, 0, {}]]], "shared_object_id": 412, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 112}}, "shared_object_id": 726}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 112]}}2 /root.layer_with_weights-0.layer_with_weights-89"_tf_keras_layer* {"name": "block6a_expand_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block6a_expand_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 413}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 414}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 415}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 416}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6a_expand_conv", 0, 0, {}]]], "shared_object_id": 417, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 672}}, "shared_object_id": 727}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 672]}}2 #root.layer_with_weights-0.layer-158"_tf_keras_layer*{"name": "block6a_expand_activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block6a_expand_activation", "trainable": true, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block6a_expand_bn", 0, 0, {}]]], "shared_object_id": 418}2 /root.layer_with_weights-0.layer_with_weights-90"_tf_keras_layer* {"name": "block6a_dwconv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block6a_dwconv", "trainable": true, "dtype": "float32", "kernel_size": {"class_name": "__tuple__", "items": [5, 5]}, "strides": {"class_name": "__tuple__", "items": [2, 2]}, "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": 420}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 421}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block6a_expand_activation", 0, 0, {}]]], "shared_object_id": 422, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 672}}, "shared_object_id": 728}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 8, 8, 672]}}2 /root.layer_with_weights-0.layer_with_weights-91"_tf_keras_layer*{"name": "block6a_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block6a_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 423}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 424}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 425}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 426}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6a_dwconv", 0, 0, {}]]], "shared_object_id": 427, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 672}}, "shared_object_id": 729}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 672]}}2 #root.layer_with_weights-0.layer-161"_tf_keras_layer*{"name": "block6a_activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block6a_activation", "trainable": true, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block6a_bn", 0, 0, {}]]], "shared_object_id": 428}2 #root.layer_with_weights-0.layer-162"_tf_keras_layer*{"name": "block6a_se_squeeze", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block6a_se_squeeze", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block6a_activation", 0, 0, {}]]], "shared_object_id": 429, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 730}}2 #root.layer_with_weights-0.layer-163"_tf_keras_layer*{"name": "block6a_se_reshape", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block6a_se_reshape", "trainable": true, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 672]}}, "inbound_nodes": [[["block6a_se_squeeze", 0, 0, {}]]], "shared_object_id": 430}2 /root.layer_with_weights-0.layer_with_weights-92"_tf_keras_layer* {"name": "block6a_se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6a_se_reduce", "trainable": true, "dtype": "float32", "filters": 28, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 431}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 432}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6a_se_reshape", 0, 0, {}]]], "shared_object_id": 433, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 731}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 672]}}2 /root.layer_with_weights-0.layer_with_weights-93"_tf_keras_layer* {"name": "block6a_se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6a_se_expand", "trainable": 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": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 434}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 435}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6a_se_reduce", 0, 0, {}]]], "shared_object_id": 436, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 28}}, "shared_object_id": 732}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 28]}}2 #root.layer_with_weights-0.layer-166"_tf_keras_layer*{"name": "block6a_se_excite", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block6a_se_excite", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["block6a_activation", 0, 0, {}], ["block6a_se_expand", 0, 0, {}]]], "shared_object_id": 437, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 4, 4, 672]}, {"class_name": "TensorShape", "items": [null, 1, 1, 672]}]}2 /root.layer_with_weights-0.layer_with_weights-94"_tf_keras_layer* {"name": "block6a_project_conv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6a_project_conv", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 438}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 439}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6a_se_excite", 0, 0, {}]]], "shared_object_id": 440, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 672}}, "shared_object_id": 733}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 672]}}2 /root.layer_with_weights-0.layer_with_weights-95"_tf_keras_layer* {"name": "block6a_project_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block6a_project_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 441}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 442}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 443}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 444}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6a_project_conv", 0, 0, {}]]], "shared_object_id": 445, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 734}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 192]}}2 /root.layer_with_weights-0.layer_with_weights-96"_tf_keras_layer* {"name": "block6b_expand_conv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6b_expand_conv", "trainable": true, "dtype": "float32", "filters": 1152, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 446}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 447}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6a_project_bn", 0, 0, {}]]], "shared_object_id": 448, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 735}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 192]}}2 /root.layer_with_weights-0.layer_with_weights-97"_tf_keras_layer* {"name": "block6b_expand_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block6b_expand_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 449}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 450}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 451}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 452}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6b_expand_conv", 0, 0, {}]]], "shared_object_id": 453, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1152}}, "shared_object_id": 736}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 1152]}}2 #root.layer_with_weights-0.layer-171"_tf_keras_layer*{"name": "block6b_expand_activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block6b_expand_activation", "trainable": true, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block6b_expand_bn", 0, 0, {}]]], "shared_object_id": 454}2 /root.layer_with_weights-0.layer_with_weights-98"_tf_keras_layer* {"name": "block6b_dwconv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block6b_dwconv", "trainable": 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": 456}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 457}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block6b_expand_activation", 0, 0, {}]]], "shared_object_id": 458, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 1152}}, "shared_object_id": 737}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 1152]}}2 /root.layer_with_weights-0.layer_with_weights-99"_tf_keras_layer* {"name": "block6b_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block6b_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 459}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 460}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 461}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 462}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6b_dwconv", 0, 0, {}]]], "shared_object_id": 463, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1152}}, "shared_object_id": 738}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 1152]}}2 #root.layer_with_weights-0.layer-174"_tf_keras_layer*{"name": "block6b_activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block6b_activation", "trainable": true, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block6b_bn", 0, 0, {}]]], "shared_object_id": 464}2 #root.layer_with_weights-0.layer-175"_tf_keras_layer*{"name": "block6b_se_squeeze", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block6b_se_squeeze", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block6b_activation", 0, 0, {}]]], "shared_object_id": 465, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 739}}2 #root.layer_with_weights-0.layer-176"_tf_keras_layer*{"name": "block6b_se_reshape", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block6b_se_reshape", "trainable": true, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 1152]}}, "inbound_nodes": [[["block6b_se_squeeze", 0, 0, {}]]], "shared_object_id": 466}2 0root.layer_with_weights-0.layer_with_weights-100"_tf_keras_layer* {"name": "block6b_se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6b_se_reduce", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 467}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 468}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6b_se_reshape", 0, 0, {}]]], "shared_object_id": 469, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1152}}, "shared_object_id": 740}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 1152]}}2 0root.layer_with_weights-0.layer_with_weights-101"_tf_keras_layer* {"name": "block6b_se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6b_se_expand", "trainable": true, "dtype": "float32", "filters": 1152, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 470}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 471}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6b_se_reduce", 0, 0, {}]]], "shared_object_id": 472, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 48}}, "shared_object_id": 741}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 48]}}2 #root.layer_with_weights-0.layer-179"_tf_keras_layer*{"name": "block6b_se_excite", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block6b_se_excite", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["block6b_activation", 0, 0, {}], ["block6b_se_expand", 0, 0, {}]]], "shared_object_id": 473, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 4, 4, 1152]}, {"class_name": "TensorShape", "items": [null, 1, 1, 1152]}]}2 0root.layer_with_weights-0.layer_with_weights-102"_tf_keras_layer* {"name": "block6b_project_conv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6b_project_conv", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 474}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 475}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6b_se_excite", 0, 0, {}]]], "shared_object_id": 476, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1152}}, "shared_object_id": 742}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 1152]}}2 0root.layer_with_weights-0.layer_with_weights-103"_tf_keras_layer* {"name": "block6b_project_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block6b_project_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 477}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 478}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 479}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 480}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6b_project_conv", 0, 0, {}]]], "shared_object_id": 481, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 743}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 192]}}2 #root.layer_with_weights-0.layer-182"_tf_keras_layer*{"name": "block6b_drop", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "FixedDropout", "config": {"name": "block6b_drop", "trainable": true, "dtype": "float32", "rate": 0.15000000000000002, "noise_shape": [null, 1, 1, 1], "seed": null}, "inbound_nodes": [[["block6b_project_bn", 0, 0, {}]]], "shared_object_id": 482}2 #root.layer_with_weights-0.layer-183"_tf_keras_layer*{"name": "block6b_add", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "block6b_add", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["block6b_drop", 0, 0, {}], ["block6a_project_bn", 0, 0, {}]]], "shared_object_id": 483, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 4, 4, 192]}, {"class_name": "TensorShape", "items": [null, 4, 4, 192]}]}2 0root.layer_with_weights-0.layer_with_weights-104"_tf_keras_layer* {"name": "block6c_expand_conv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6c_expand_conv", "trainable": true, "dtype": "float32", "filters": 1152, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 484}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 485}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6b_add", 0, 0, {}]]], "shared_object_id": 486, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 744}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 192]}}2 0root.layer_with_weights-0.layer_with_weights-105"_tf_keras_layer* {"name": "block6c_expand_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block6c_expand_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 487}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 488}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 489}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 490}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6c_expand_conv", 0, 0, {}]]], "shared_object_id": 491, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1152}}, "shared_object_id": 745}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 1152]}}2 #root.layer_with_weights-0.layer-186"_tf_keras_layer*{"name": "block6c_expand_activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block6c_expand_activation", "trainable": true, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block6c_expand_bn", 0, 0, {}]]], "shared_object_id": 492}2 0root.layer_with_weights-0.layer_with_weights-106"_tf_keras_layer* {"name": "block6c_dwconv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block6c_dwconv", "trainable": 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": 494}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 495}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block6c_expand_activation", 0, 0, {}]]], "shared_object_id": 496, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 1152}}, "shared_object_id": 746}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 1152]}}2 0root.layer_with_weights-0.layer_with_weights-107"_tf_keras_layer* {"name": "block6c_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block6c_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 497}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 498}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 499}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 500}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6c_dwconv", 0, 0, {}]]], "shared_object_id": 501, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1152}}, "shared_object_id": 747}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 1152]}}2 #root.layer_with_weights-0.layer-189"_tf_keras_layer*{"name": "block6c_activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block6c_activation", "trainable": true, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block6c_bn", 0, 0, {}]]], "shared_object_id": 502}2 #root.layer_with_weights-0.layer-190"_tf_keras_layer*{"name": "block6c_se_squeeze", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block6c_se_squeeze", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block6c_activation", 0, 0, {}]]], "shared_object_id": 503, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 748}}2 #root.layer_with_weights-0.layer-191"_tf_keras_layer*{"name": "block6c_se_reshape", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block6c_se_reshape", "trainable": true, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 1152]}}, "inbound_nodes": [[["block6c_se_squeeze", 0, 0, {}]]], "shared_object_id": 504}2 0root.layer_with_weights-0.layer_with_weights-108"_tf_keras_layer* {"name": "block6c_se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6c_se_reduce", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 505}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 506}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6c_se_reshape", 0, 0, {}]]], "shared_object_id": 507, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1152}}, "shared_object_id": 749}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 1152]}}2 0root.layer_with_weights-0.layer_with_weights-109"_tf_keras_layer* {"name": "block6c_se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6c_se_expand", "trainable": true, "dtype": "float32", "filters": 1152, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 508}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 509}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6c_se_reduce", 0, 0, {}]]], "shared_object_id": 510, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 48}}, "shared_object_id": 750}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 48]}}2 #root.layer_with_weights-0.layer-194"_tf_keras_layer*{"name": "block6c_se_excite", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block6c_se_excite", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["block6c_activation", 0, 0, {}], ["block6c_se_expand", 0, 0, {}]]], "shared_object_id": 511, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 4, 4, 1152]}, {"class_name": "TensorShape", "items": [null, 1, 1, 1152]}]}2 0root.layer_with_weights-0.layer_with_weights-110"_tf_keras_layer* {"name": "block6c_project_conv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6c_project_conv", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 512}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 513}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6c_se_excite", 0, 0, {}]]], "shared_object_id": 514, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1152}}, "shared_object_id": 751}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 1152]}}2 0root.layer_with_weights-0.layer_with_weights-111"_tf_keras_layer* {"name": "block6c_project_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block6c_project_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 515}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 516}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 517}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 518}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6c_project_conv", 0, 0, {}]]], "shared_object_id": 519, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 752}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 192]}}2 #root.layer_with_weights-0.layer-197"_tf_keras_layer*{"name": "block6c_drop", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "FixedDropout", "config": {"name": "block6c_drop", "trainable": true, "dtype": "float32", "rate": 0.1625, "noise_shape": [null, 1, 1, 1], "seed": null}, "inbound_nodes": [[["block6c_project_bn", 0, 0, {}]]], "shared_object_id": 520}2 #root.layer_with_weights-0.layer-198"_tf_keras_layer*{"name": "block6c_add", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "block6c_add", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["block6c_drop", 0, 0, {}], ["block6b_add", 0, 0, {}]]], "shared_object_id": 521, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 4, 4, 192]}, {"class_name": "TensorShape", "items": [null, 4, 4, 192]}]}2 0root.layer_with_weights-0.layer_with_weights-112"_tf_keras_layer* {"name": "block6d_expand_conv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6d_expand_conv", "trainable": true, "dtype": "float32", "filters": 1152, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 522}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 523}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6c_add", 0, 0, {}]]], "shared_object_id": 524, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 753}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 192]}}2 0root.layer_with_weights-0.layer_with_weights-113"_tf_keras_layer* {"name": "block6d_expand_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block6d_expand_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 525}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 526}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 527}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 528}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6d_expand_conv", 0, 0, {}]]], "shared_object_id": 529, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1152}}, "shared_object_id": 754}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 1152]}}2 #root.layer_with_weights-0.layer-201"_tf_keras_layer*{"name": "block6d_expand_activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block6d_expand_activation", "trainable": true, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block6d_expand_bn", 0, 0, {}]]], "shared_object_id": 530}2 0root.layer_with_weights-0.layer_with_weights-114"_tf_keras_layer* {"name": "block6d_dwconv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block6d_dwconv", "trainable": 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": 532}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 533}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block6d_expand_activation", 0, 0, {}]]], "shared_object_id": 534, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 1152}}, "shared_object_id": 755}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 1152]}}2 0root.layer_with_weights-0.layer_with_weights-115"_tf_keras_layer* {"name": "block6d_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block6d_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 535}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 536}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 537}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 538}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6d_dwconv", 0, 0, {}]]], "shared_object_id": 539, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1152}}, "shared_object_id": 756}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 1152]}}2 #root.layer_with_weights-0.layer-204"_tf_keras_layer*{"name": "block6d_activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block6d_activation", "trainable": true, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block6d_bn", 0, 0, {}]]], "shared_object_id": 540}2 #root.layer_with_weights-0.layer-205"_tf_keras_layer*{"name": "block6d_se_squeeze", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block6d_se_squeeze", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block6d_activation", 0, 0, {}]]], "shared_object_id": 541, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 757}}2 #root.layer_with_weights-0.layer-206"_tf_keras_layer*{"name": "block6d_se_reshape", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block6d_se_reshape", "trainable": true, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 1152]}}, "inbound_nodes": [[["block6d_se_squeeze", 0, 0, {}]]], "shared_object_id": 542}2 0root.layer_with_weights-0.layer_with_weights-116"_tf_keras_layer* {"name": "block6d_se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6d_se_reduce", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 543}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 544}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6d_se_reshape", 0, 0, {}]]], "shared_object_id": 545, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1152}}, "shared_object_id": 758}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 1152]}}2 0root.layer_with_weights-0.layer_with_weights-117"_tf_keras_layer* {"name": "block6d_se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6d_se_expand", "trainable": true, "dtype": "float32", "filters": 1152, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 546}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 547}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6d_se_reduce", 0, 0, {}]]], "shared_object_id": 548, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 48}}, "shared_object_id": 759}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 48]}}2 #root.layer_with_weights-0.layer-209"_tf_keras_layer*{"name": "block6d_se_excite", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block6d_se_excite", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["block6d_activation", 0, 0, {}], ["block6d_se_expand", 0, 0, {}]]], "shared_object_id": 549, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 4, 4, 1152]}, {"class_name": "TensorShape", "items": [null, 1, 1, 1152]}]}2 0root.layer_with_weights-0.layer_with_weights-118"_tf_keras_layer* {"name": "block6d_project_conv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block6d_project_conv", "trainable": true, "dtype": "float32", "filters": 192, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 550}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 551}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6d_se_excite", 0, 0, {}]]], "shared_object_id": 552, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1152}}, "shared_object_id": 760}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 1152]}}2 0root.layer_with_weights-0.layer_with_weights-119"_tf_keras_layer* {"name": "block6d_project_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block6d_project_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 553}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 554}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 555}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 556}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block6d_project_conv", 0, 0, {}]]], "shared_object_id": 557, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 192}}, "shared_object_id": 761}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 192]}}2 #root.layer_with_weights-0.layer-212"_tf_keras_layer*{"name": "block6d_drop", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "FixedDropout", "config": {"name": "block6d_drop", "trainable": true, "dtype": "float32", "rate": 0.17500000000000002, "noise_shape": [null, 1, 1, 1], "seed": null}, "inbound_nodes": [[["block6d_project_bn", 0, 0, {}]]], "shared_object_id": 558}2 #root.layer_with_weights-0.layer-213"_tf_keras_layer*{"name": "block6d_add", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Add", "config": {"name": "block6d_add", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["block6d_drop", 0, 0, {}], ["block6c_add", 0, 0, {}]]], "shared_object_id": 559, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 4, 4, 192]}, {"class_name": "TensorShape", "items": [null, 4, 4, 192]}]}2 0root.layer_with_weights-0.layer_with_weights-120"_tf_keras_layer* {"name": "block7a_expand_conv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block7a_expand_conv", "trainable": true, "dtype": "float32", "filters": 1152, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 560}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 561}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block6d_add", 0, 0, {}]]], "shared_object_id": 562, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 192}}, "shared_object_id": 762}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 192]}}2 0root.layer_with_weights-0.layer_with_weights-121"_tf_keras_layer* {"name": "block7a_expand_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block7a_expand_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 563}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 564}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 565}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 566}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block7a_expand_conv", 0, 0, {}]]], "shared_object_id": 567, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1152}}, "shared_object_id": 763}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 1152]}}2 #root.layer_with_weights-0.layer-216"_tf_keras_layer*{"name": "block7a_expand_activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block7a_expand_activation", "trainable": true, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block7a_expand_bn", 0, 0, {}]]], "shared_object_id": 568}2 0root.layer_with_weights-0.layer_with_weights-122"_tf_keras_layer* {"name": "block7a_dwconv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "DepthwiseConv2D", "config": {"name": "block7a_dwconv", "trainable": 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": 570}, "bias_regularizer": null, "activity_regularizer": null, "bias_constraint": null, "depth_multiplier": 1, "depthwise_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 571}, "depthwise_regularizer": null, "depthwise_constraint": null}, "inbound_nodes": [[["block7a_expand_activation", 0, 0, {}]]], "shared_object_id": 572, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"-1": 1152}}, "shared_object_id": 764}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 1152]}}2 0root.layer_with_weights-0.layer_with_weights-123"_tf_keras_layer* {"name": "block7a_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block7a_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "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": [[["block7a_dwconv", 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": 1152}}, "shared_object_id": 765}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 1152]}}2 #root.layer_with_weights-0.layer-219"_tf_keras_layer*{"name": "block7a_activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "block7a_activation", "trainable": true, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["block7a_bn", 0, 0, {}]]], "shared_object_id": 578}2 #root.layer_with_weights-0.layer-220"_tf_keras_layer*{"name": "block7a_se_squeeze", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalAveragePooling2D", "config": {"name": "block7a_se_squeeze", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["block7a_activation", 0, 0, {}]]], "shared_object_id": 579, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 766}}2 #root.layer_with_weights-0.layer-221"_tf_keras_layer*{"name": "block7a_se_reshape", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Reshape", "config": {"name": "block7a_se_reshape", "trainable": true, "dtype": "float32", "target_shape": {"class_name": "__tuple__", "items": [1, 1, 1152]}}, "inbound_nodes": [[["block7a_se_squeeze", 0, 0, {}]]], "shared_object_id": 580}2 0root.layer_with_weights-0.layer_with_weights-124"_tf_keras_layer* {"name": "block7a_se_reduce", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block7a_se_reduce", "trainable": true, "dtype": "float32", "filters": 48, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "swish", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 581}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 582}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block7a_se_reshape", 0, 0, {}]]], "shared_object_id": 583, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1152}}, "shared_object_id": 767}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 1152]}}2 0root.layer_with_weights-0.layer_with_weights-125"_tf_keras_layer* {"name": "block7a_se_expand", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block7a_se_expand", "trainable": true, "dtype": "float32", "filters": 1152, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 584}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 585}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block7a_se_reduce", 0, 0, {}]]], "shared_object_id": 586, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 48}}, "shared_object_id": 768}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 1, 1, 48]}}2 #root.layer_with_weights-0.layer-224"_tf_keras_layer*{"name": "block7a_se_excite", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Multiply", "config": {"name": "block7a_se_excite", "trainable": true, "dtype": "float32"}, "inbound_nodes": [[["block7a_activation", 0, 0, {}], ["block7a_se_expand", 0, 0, {}]]], "shared_object_id": 587, "build_input_shape": [{"class_name": "TensorShape", "items": [null, 4, 4, 1152]}, {"class_name": "TensorShape", "items": [null, 1, 1, 1152]}]}2 0root.layer_with_weights-0.layer_with_weights-126"_tf_keras_layer* {"name": "block7a_project_conv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "block7a_project_conv", "trainable": true, "dtype": "float32", "filters": 320, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 588}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 589}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block7a_se_excite", 0, 0, {}]]], "shared_object_id": 590, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 1152}}, "shared_object_id": 769}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 1152]}}2 0root.layer_with_weights-0.layer_with_weights-127"_tf_keras_layer* {"name": "block7a_project_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "block7a_project_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 591}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 592}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 593}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 594}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["block7a_project_conv", 0, 0, {}]]], "shared_object_id": 595, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 320}}, "shared_object_id": 770}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 320]}}2 0root.layer_with_weights-0.layer_with_weights-128"_tf_keras_layer* {"name": "top_conv", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Conv2D", "config": {"name": "top_conv", "trainable": true, "dtype": "float32", "filters": 1280, "kernel_size": {"class_name": "__tuple__", "items": [1, 1]}, "strides": {"class_name": "__tuple__", "items": [1, 1]}, "padding": "same", "data_format": "channels_last", "dilation_rate": {"class_name": "__tuple__", "items": [1, 1]}, "groups": 1, "activation": "linear", "use_bias": false, "kernel_initializer": {"class_name": "VarianceScaling", "config": {"scale": 2.0, "mode": "fan_out", "distribution": "truncated_normal", "seed": null}, "shared_object_id": 596}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 597}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["block7a_project_bn", 0, 0, {}]]], "shared_object_id": 598, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 4, "axes": {"-1": 320}}, "shared_object_id": 771}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 320]}}2 0root.layer_with_weights-0.layer_with_weights-129"_tf_keras_layer*{"name": "top_bn", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "BatchNormalization", "config": {"name": "top_bn", "trainable": true, "dtype": "float32", "axis": [3], "momentum": 0.99, "epsilon": 0.001, "center": true, "scale": true, "beta_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 599}, "gamma_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 600}, "moving_mean_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 601}, "moving_variance_initializer": {"class_name": "Ones", "config": {}, "shared_object_id": 602}, "beta_regularizer": null, "gamma_regularizer": null, "beta_constraint": null, "gamma_constraint": null}, "inbound_nodes": [[["top_conv", 0, 0, {}]]], "shared_object_id": 603, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {"3": 1280}}, "shared_object_id": 772}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 4, 4, 1280]}}2 #root.layer_with_weights-0.layer-229"_tf_keras_layer*{"name": "top_activation", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Activation", "config": {"name": "top_activation", "trainable": true, "dtype": "float32", "activation": "swish"}, "inbound_nodes": [[["top_bn", 0, 0, {}]]], "shared_object_id": 604}2 #root.layer_with_weights-0.layer-230"_tf_keras_layer*{"name": "max_pool", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "GlobalMaxPooling2D", "config": {"name": "max_pool", "trainable": true, "dtype": "float32", "data_format": "channels_last", "keepdims": false}, "inbound_nodes": [[["top_activation", 0, 0, {}]]], "shared_object_id": 605, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}, "shared_object_id": 773}}2  root.keras_api.metrics.0"_tf_keras_metric*{"class_name": "Mean", "name": "loss", "dtype": "float32", "config": {"name": "loss", "dtype": "float32"}, "shared_object_id": 774}2  root.keras_api.metrics.1"_tf_keras_metric*{"class_name": "MeanMetricWrapper", "name": "accuracy", "dtype": "float32", "config": {"name": "accuracy", "dtype": "float32", "fn": "categorical_accuracy"}, "shared_object_id": 622}2