tf.saved_model.signature_def_utils.predict_signature_def

tf.saved_model.signature_def_utils.predict_signature_def(
    inputs,
    outputs
)

Defined in tensorflow/python/saved_model/signature_def_utils_impl.py.

Creates prediction signature from given inputs and 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.