tf.estimator.export.ExportOutput

TensorFlow 1 version

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Represents the output of a regression head.

Inherits From: ExportOutput

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Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.estimator.export.RegressionOutput

tf.estimator.export.RegressionOutput(
    value
)

Args
`value`	a float `Tensor` giving the predicted values. Required.

Raises
`ValueError`	if the value is not a `Tensor` with dtype tf.float32.

Attributes
`value`

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.

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tf.estimator / export / export.ExportOutput

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Args

Raises

Attributes

Methods

as_signature_def

`as_signature_def`