tf.saved_model.predict_signature_def

Creates prediction signature from given inputs and outputs.

View aliases

Main aliases

`tf.saved_model.signature_def_utils.predict_signature_def`

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.saved_model.predict_signature_def, tf.compat.v1.saved_model.signature_def_utils.predict_signature_def

tf.saved_model.predict_signature_def(
    inputs, outputs
)

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.