tf.estimator.export.ExportOutput

TensorFlow 2 version View source on GitHub

Represents an output of a model that can be served.

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.estimator.export.ExportOutput, `tf.compat.v2.estimator.export.ExportOutput`

These typically correspond to model heads.

Methods

as_signature_def

View source

@abc.abstractmethod
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.