
«(root"_tf_keras_network*‰({"name": "model", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "must_restore_from_config": false, "class_name": "Functional", "config": {"name": "model", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "dtype": "string", "sparse": false, "ragged": false, "name": "text"}, "name": "text", "inbound_nodes": []}, {"class_name": "KerasLayer", "config": {"name": "keras_layer", "trainable": false, "dtype": "float32", "handle": "https://tfhub.dev/tensorflow/bert_en_uncased_preprocess/3"}, "name": "keras_layer", "inbound_nodes": [[["text", 0, 0, {}]]]}, {"class_name": "KerasLayer", "config": {"name": "keras_layer_1", "trainable": false, "dtype": "float32", "handle": "https://tfhub.dev/tensorflow/bert_en_uncased_L-12_H-768_A-12/4"}, "name": "keras_layer_1", "inbound_nodes": [{"input_word_ids": ["keras_layer", 0, 2, {}], "input_type_ids": 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"shared_object_id": 4}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 5}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "name": "output", "inbound_nodes": [[["dropout", 0, 0, {}]]], "shared_object_id": 6}], "input_layers": [["text", 0, 0]], "output_layers": [["output", 0, 0]]}}, "training_config": {"loss": "binary_crossentropy", "metrics": [[{"class_name": "BinaryAccuracy", "config": {"name": "accuracy", "dtype": "float32", "threshold": 0.5}, "shared_object_id": 9}, {"class_name": "Precision", "config": {"name": "precision", "dtype": "float32", "thresholds": null, "top_k": null, "class_id": null}, "shared_object_id": 10}, {"class_name": "Recall", "config": {"name": "recall", "dtype": "float32", "thresholds": null, "top_k": null, "class_id": null}, "shared_object_id": 11}]], "weighted_metrics": null, "loss_weights": null, "optimizer_config": {"class_name": "Adam", "config": {"name": "Adam", "learning_rate": 0.0010000000474974513, "decay": 0.0, "beta_1": 0.8999999761581421, "beta_2": 0.9990000128746033, "epsilon": 1e-07, "amsgrad": false}}}}2
èroot.layer-0"_tf_keras_input_layer*¸{"class_name": "InputLayer", "name": "text", "dtype": "string", "sparse": false, "ragged": false, "batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null]}, "dtype": "string", "sparse": false, "ragged": false, "name": "text"}}2
Æroot.layer-1"_tf_keras_layer*œ{"name": "keras_layer", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "KerasLayer", "config": {"name": "keras_layer", "trainable": false, "dtype": "float32", "handle": "https://tfhub.dev/tensorflow/bert_en_uncased_preprocess/3"}, "inbound_nodes": [[["text", 0, 0, {}]]], "shared_object_id": 1}2
Ëroot.layer_with_weights-0"_tf_keras_layer*”{"name": "keras_layer_1", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "KerasLayer", "config": {"name": "keras_layer_1", "trainable": false, "dtype": "float32", "handle": "https://tfhub.dev/tensorflow/bert_en_uncased_L-12_H-768_A-12/4"}, "inbound_nodes": [{"input_word_ids": ["keras_layer", 0, 2, {}], "input_type_ids": ["keras_layer", 0, 1, {}], "input_mask": ["keras_layer", 0, 0, {}]}], "shared_object_id": 2}2
öroot.layer-3"_tf_keras_layer*Ì{"name": "dropout", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dropout", "config": {"name": "dropout", "trainable": true, "dtype": "float32", "rate": 0.1, "noise_shape": null, "seed": null}, "inbound_nodes": [[["keras_layer_1", 0, 13, {}]]], "shared_object_id": 3, "build_input_shape": {"class_name": "TensorShape", "items": [null, 768]}}2
óroot.layer_with_weights-1"_tf_keras_layer*¼{"name": "output", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "class_name": "Dense", "config": {"name": "output", "trainable": true, "dtype": "float32", "units": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 4}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 5}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "inbound_nodes": [[["dropout", 0, 0, {}]]], "shared_object_id": 6, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 768}}, "shared_object_id": 12}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 768]}}2
ºÆroot.keras_api.metrics.0"_tf_keras_metric*‚{"class_name": "Mean", "name": "loss", "dtype": "float32", "config": {"name": "loss", "dtype": "float32"}, "shared_object_id": 13}2
ÝÇroot.keras_api.metrics.1"_tf_keras_metric*¥{"class_name": "BinaryAccuracy", "name": "accuracy", "dtype": "float32", "config": {"name": "accuracy", "dtype": "float32", "threshold": 0.5}, "shared_object_id": 9}2
þÈroot.keras_api.metrics.2"_tf_keras_metric*Æ{"class_name": "Precision", "name": "precision", "dtype": "float32", "config": {"name": "precision", "dtype": "float32", "thresholds": null, "top_k": null, "class_id": null}, "shared_object_id": 10}2
õÉroot.keras_api.metrics.3"_tf_keras_metric*½{"class_name": "Recall", "name": "recall", "dtype": "float32", "config": {"name": "recall", "dtype": "float32", "thresholds": null, "top_k": null, "class_id": null}, "shared_object_id": 11}2