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tf.saved_model.classification_signature_def

Creates classification signature from given examples and predictions.

This function produces signatures intended for use with the TensorFlow Serving Classify API (tensorflow_serving/apis/prediction_service.proto), and so constrains the input and output types to those allowed by TensorFlow Serving.

Args
examples A string Tensor, expected to accept serialized tf.Examples.
classes A string Tensor. Note that the ClassificationResponse message requires that class labels are strings, not integers or anything else.
scores a float Tensor.
Returns
A classification-flavored signature_def.
Raises
ValueError If examples is None.

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Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r1.15/api_docs/python/tf/saved_model/classification_signature_def