tf.saved_model.classification_signature_def

Creates classification signature from given examples and predictions.

View aliases

Main aliases

`tf.saved_model.signature_def_utils.classification_signature_def`

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.saved_model.classification_signature_def, tf.compat.v1.saved_model.signature_def_utils.classification_signature_def

tf.saved_model.classification_signature_def(
    examples, classes, scores
)

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.