tf.estimator.export.RegressionOutput

Class RegressionOutput

Inherits From: ExportOutput

Represents the output of a regression head.

__init__

__init__(value)

Constructor for RegressionOutput.

Args:

• value: a float Tensor giving the predicted values. Required.

Raises:

• ValueError: if the value is not a Tensor with dtype tf.float32.

Properties

value

Methods

tf.estimator.export.RegressionOutput.as_signature_def

as_signature_def(receiver_tensors)

Generate a SignatureDef proto for inclusion in a MetaGraphDef.

The SignatureDef will specify outputs as described in this ExportOutput, and will use the provided receiver_tensors as inputs.

Args:

• receiver_tensors: a Tensor, or a dict of string to Tensor, specifying input nodes that will be fed.