| View source on GitHub |
Represents the output of a generic prediction head.
Inherits From: ExportOutput
tf.estimator.export.PredictOutput(
outputs
)
A generic prediction need not be either a classification or a regression.
Named outputs must be provided as a dict from string to Tensor,
| Args | |
|---|---|
outputs | A Tensor or a dict of string to Tensor representing the predictions. |
| Raises | |
|---|---|
ValueError | if the outputs is not dict, or any of its keys are not strings, or any of its values are not Tensors. |
| Attributes | |
|---|---|
outputs | |
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. |
© 2022 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 4.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.9/api_docs/python/tf/estimator/export/PredictOutput