tf.compat.v1.saved_model.regression_signature_def

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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.

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