tf.estimator.export.PredictOutput
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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.
|
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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Last updated 2020-10-01 UTC.
[null,null,["Last updated 2020-10-01 UTC."],[],[],null,["# tf.estimator.export.PredictOutput\n\n\u003cbr /\u003e\n\n|----------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------|\n| [TensorFlow 2 version](/api_docs/python/tf/estimator/export/PredictOutput) | [View source on GitHub](https://github.com/tensorflow/tensorflow/blob/v1.15.0/tensorflow/python/saved_model/model_utils/export_output.py#L202-L232) |\n\nRepresents the output of a generic prediction head.\n\nInherits From: [`ExportOutput`](../../../tf/estimator/export/ExportOutput)\n\n#### View aliases\n\n\n**Compat aliases for migration**\n\nSee\n[Migration guide](https://www.tensorflow.org/guide/migrate) for\nmore details.\n\n[`tf.compat.v1.estimator.export.PredictOutput`](/api_docs/python/tf/estimator/export/PredictOutput), \\`tf.compat.v2.estimator.export.PredictOutput\\`\n\n\u003cbr /\u003e\n\n tf.estimator.export.PredictOutput(\n outputs\n )\n\nA generic prediction need not be either a classification or a regression.\n\nNamed outputs must be provided as a dict from string to `Tensor`,\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|-----------|--------------------------------------------------------------------------|\n| `outputs` | A `Tensor` or a dict of string to `Tensor` representing the predictions. |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Raises ------ ||\n|--------------|---------------------------------------------------------------------------------------------------------|\n| `ValueError` | if the outputs is not dict, or any of its keys are not strings, or any of its values are not `Tensor`s. |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Attributes ---------- ||\n|-----------|---------------|\n| `outputs` | \u003cbr /\u003e \u003cbr /\u003e |\n\n\u003cbr /\u003e\n\nMethods\n-------\n\n### `as_signature_def`\n\n[View source](https://github.com/tensorflow/tensorflow/blob/v1.15.0/tensorflow/python/saved_model/model_utils/export_output.py#L230-L232) \n\n as_signature_def(\n receiver_tensors\n )\n\nGenerate a SignatureDef proto for inclusion in a MetaGraphDef.\n\nThe SignatureDef will specify outputs as described in this ExportOutput,\nand will use the provided receiver_tensors as inputs.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ||\n|--------------------|---------------------------------------------------------------------------------------|\n| `receiver_tensors` | a `Tensor`, or a dict of string to `Tensor`, specifying input nodes that will be fed. |\n\n\u003cbr /\u003e"]]
TensorFlow 2 version
View source on GitHub