tf.estimator.export.RegressionOutput

TensorFlow 1 version View source on GitHub

Class RegressionOutput

Represents the output of a regression head.

Inherits From: ExportOutput

Aliases: tf.compat.v1.estimator.export.RegressionOutput, tf.compat.v2.estimator.export.RegressionOutput

__init__

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__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

as_signature_def

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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.