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tf.saved_model.predict_signature_def

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Creates prediction signature from given inputs and outputs.

Aliases:

  • tf.compat.v1.saved_model.predict_signature_def
  • tf.compat.v1.saved_model.signature_def_utils.predict_signature_def
  • tf.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.