tf.estimator.export.RegressionOutput

TensorFlow 1 version View source on GitHub

Represents the output of a regression head.

Inherits From: ExportOutput

tf.estimator.export.RegressionOutput(
    value
)

Args:

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

Attributes:

  • value

Raises:

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

Methods

as_signature_def

View source

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.