keras_metadata.pb

æroot"_tf_keras_sequential*Á{"name": "sequential", "trainable": true, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": null, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": false, "class_name": "Sequential", "config": {"name": "sequential", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "feature_extraction_layer_input"}}, {"class_name": "KerasLayer", "config": {"name": "feature_extraction_layer", "trainable": false, "dtype": "float32", "batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "handle": "https://www.kaggle.com/models/google/resnet-v2/frameworks/TensorFlow2/variations/50-feature-vector/versions/1"}}, {"class_name": "Dense", "config": {"name": "output_layer", "trainable": true, "dtype": "float32", "units": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}}, "bias_initializer": {"class_name": "Zeros", "config": {}}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}}]}, "shared_object_id": 5, "input_spec": [{"class_name": "InputSpec", "config": {"dtype": null, "shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "ndim": 4, "max_ndim": null, "min_ndim": null, "axes": {}}}], "build_input_shape": {"class_name": "TensorShape", "items": [null, 224, 224, 3]}, "is_graph_network": true, "full_save_spec": {"class_name": "__tuple__", "items": [[{"class_name": "TypeSpec", "type_spec": "tf.TensorSpec", "serialized": [{"class_name": "TensorShape", "items": [null, 224, 224, 3]}, "float32", "feature_extraction_layer_input"]}], {}]}, "save_spec": {"class_name": "TypeSpec", "type_spec": "tf.TensorSpec", "serialized": [{"class_name": "TensorShape", "items": [null, 224, 224, 3]}, "float32", "feature_extraction_layer_input"]}, "keras_version": "2.14.0", "backend": "tensorflow", "model_config": {"class_name": "Sequential", "config": {"name": "sequential", "layers": [{"class_name": "InputLayer", "config": {"batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "dtype": "float32", "sparse": false, "ragged": false, "name": "feature_extraction_layer_input"}, "shared_object_id": 0}, {"class_name": "KerasLayer", "config": {"name": "feature_extraction_layer", "trainable": false, "dtype": "float32", "batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "handle": "https://www.kaggle.com/models/google/resnet-v2/frameworks/TensorFlow2/variations/50-feature-vector/versions/1"}, "shared_object_id": 1}, {"class_name": "Dense", "config": {"name": "output_layer", "trainable": true, "dtype": "float32", "units": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 3}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 4}]}}, "training_config": {"loss": "binary_crossentropy", "metrics": [[{"class_name": "MeanMetricWrapper", "config": {"name": "accuracy", "dtype": "float32", "fn": "binary_accuracy"}, "shared_object_id": 7}]], "weighted_metrics": null, "loss_weights": null, "optimizer_config": {"class_name": "Custom>Adam", "config": {"name": "Adam", "weight_decay": null, "clipnorm": null, "global_clipnorm": null, "clipvalue": null, "use_ema": false, "ema_momentum": 0.99, "ema_overwrite_frequency": null, "jit_compile": false, "is_legacy_optimizer": false, "learning_rate": 0.0010000000474974513, "beta_1": 0.9, "beta_2": 0.999, "epsilon": 1e-07, "amsgrad": false}}}}2

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root.layer_with_weights-0"_tf_keras_layer*×{"name": "feature_extraction_layer", "trainable": false, "expects_training_arg": true, "dtype": "float32", "batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "KerasLayer", "config": {"name": "feature_extraction_layer", "trainable": false, "dtype": "float32", "batch_input_shape": {"class_name": "__tuple__", "items": [null, 224, 224, 3]}, "handle": "https://www.kaggle.com/models/google/resnet-v2/frameworks/TensorFlow2/variations/50-feature-vector/versions/1"}, "shared_object_id": 1, "build_input_shape": {"class_name": "TensorShape", "items": [null, 224, 224, 3]}}2

“root.layer_with_weights-1"_tf_keras_layer*Ü{"name": "output_layer", "trainable": true, "expects_training_arg": false, "dtype": "float32", "batch_input_shape": null, "stateful": false, "must_restore_from_config": false, "preserve_input_structure_in_config": false, "autocast": true, "class_name": "Dense", "config": {"name": "output_layer", "trainable": true, "dtype": "float32", "units": 1, "activation": "sigmoid", "use_bias": true, "kernel_initializer": {"class_name": "GlorotUniform", "config": {"seed": null}, "shared_object_id": 2}, "bias_initializer": {"class_name": "Zeros", "config": {}, "shared_object_id": 3}, "kernel_regularizer": null, "bias_regularizer": null, "activity_regularizer": null, "kernel_constraint": null, "bias_constraint": null}, "shared_object_id": 4, "input_spec": {"class_name": "InputSpec", "config": {"dtype": null, "shape": null, "ndim": null, "max_ndim": null, "min_ndim": 2, "axes": {"-1": 2048}}, "shared_object_id": 8}, "build_input_shape": {"class_name": "TensorShape", "items": [null, 2048]}}2

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Óroot.keras_api.metrics.0"_tf_keras_metric*
{"class_name": "Mean", "name": "loss", "dtype": "float32", "config": {"name": "loss", "dtype": "float32"}, "shared_object_id": 9}2

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Ôroot.keras_api.metrics.1"_tf_keras_metric*¯
{"class_name": "MeanMetricWrapper", "name": "accuracy", "dtype": "float32", "config": {"name": "accuracy", "dtype": "float32", "fn": "binary_accuracy"}, "shared_object_id": 7}2