tf.compat.v1.saved_model.regression_signature_def
Stay organized with collections
Save and categorize content based on your preferences.
Creates regression signature from given examples and predictions.
tf.compat.v1.saved_model.regression_signature_def(
examples, predictions
)
This function produces signatures intended for use with the TensorFlow Serving
Regress API (tensorflow_serving/apis/prediction_service.proto), and so
constrains the input and output types to those allowed by TensorFlow Serving.
Args |
|---|
examples
|
A string Tensor, expected to accept serialized tf.Examples.
|
predictions
|
A float Tensor.
|
Returns |
|---|
|
A regression-flavored signature_def.
|
Raises |
|---|
ValueError
|
If examples is None.
|
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates. Some content is licensed under the numpy license.
Last updated 2024-04-26 UTC.
[null,null,["Last updated 2024-04-26 UTC."],[],[],null,["# tf.compat.v1.saved_model.regression_signature_def\n\n\u003cbr /\u003e\n\n|---------------------------------------------------------------------------------------------------------------------------------------------------|\n| [View source on GitHub](https://github.com/tensorflow/tensorflow/blob/v2.16.1/tensorflow/python/saved_model/signature_def_utils_impl.py#L82-L130) |\n\nCreates regression signature from given examples and predictions.\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.saved_model.signature_def_utils.regression_signature_def`](https://www.tensorflow.org/api_docs/python/tf/compat/v1/saved_model/regression_signature_def)\n\n\u003cbr /\u003e\n\n tf.compat.v1.saved_model.regression_signature_def(\n examples, predictions\n )\n\nThis function produces signatures intended for use with the TensorFlow Serving\nRegress API (tensorflow_serving/apis/prediction_service.proto), and so\nconstrains the input and output types to those allowed by TensorFlow Serving.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|---------------|---------------------------------------------------------------|\n| `examples` | A string `Tensor`, expected to accept serialized tf.Examples. |\n| `predictions` | A float `Tensor`. |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ------- ||\n|---|---|\n| A regression-flavored signature_def. ||\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Raises ------ ||\n|--------------|------------------------|\n| `ValueError` | If examples is `None`. |\n\n\u003cbr /\u003e"]]
View source on GitHub