Aliases:
tf.saved_model.regression_signature_def
tf.saved_model.signature_def_utils.regression_signature_def
tf.saved_model.regression_signature_def(
examples,
predictions
)
Defined in tensorflow/python/saved_model/signature_def_utils_impl.py
.
Creates regression signature from given examples and predictions.
This function produces signatures intended for use with the TensorFlow Serving Regress API (tensorflow_serving/apis/prediction_service.proto), and so constrains the input and output types to those allowed by TensorFlow Serving.
Args:
examples
: A stringTensor
, expected to accept serialized tf.Examples.predictions
: A floatTensor
.
Returns:
A regression-flavored signature_def.
Raises:
ValueError
: If examples isNone
.