tf.compat.v1.saved_model.predict_signature_def
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Creates prediction signature from given inputs and outputs.
tf.compat.v1.saved_model.predict_signature_def(
inputs, outputs
)
Used in the notebooks
This function produces signatures intended for use with the TensorFlow Serving
Predict API (tensorflow_serving/apis/prediction_service.proto). This API
imposes no constraints on the input and output types.
Args |
|---|
inputs
|
dict of string to Tensor.
|
outputs
|
dict of string to Tensor.
|
Returns |
|---|
|
A prediction-flavored signature_def.
|
Raises |
|---|
ValueError
|
If inputs or outputs is None.
|
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Last updated 2024-04-26 UTC.
[null,null,["Last updated 2024-04-26 UTC."],[],[],null,["# tf.compat.v1.saved_model.predict_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#L196-L234) |\n\nCreates prediction signature from given inputs and outputs.\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.predict_signature_def`](https://www.tensorflow.org/api_docs/python/tf/compat/v1/saved_model/predict_signature_def)\n\n\u003cbr /\u003e\n\n tf.compat.v1.saved_model.predict_signature_def(\n inputs, outputs\n )\n\n### Used in the notebooks\n\n| Used in the guide |\n|-------------------------------------------------------------------------------------------|\n| - [Migrate the SavedModel workflow](https://www.tensorflow.org/guide/migrate/saved_model) |\n\nThis function produces signatures intended for use with the TensorFlow Serving\nPredict API (tensorflow_serving/apis/prediction_service.proto). This API\nimposes no constraints on the input and output types.\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Args ---- ||\n|-----------|-----------------------------|\n| `inputs` | dict of string to `Tensor`. |\n| `outputs` | dict of string to `Tensor`. |\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n\u003cbr /\u003e\n\n| Returns ------- ||\n|---|---|\n| A prediction-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 inputs or outputs is `None`. |\n\n\u003cbr /\u003e"]]
View source on GitHub