Creates classification signature from given examples and predictions.
tf.compat.v1.saved_model.classification_signature_def(
examples, classes, scores
)
This function produces signatures intended for use with the TensorFlow Serving Classify 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. |
classes | A string Tensor. Note that the ClassificationResponse message requires that class labels are strings, not integers or anything else. |
scores | a float Tensor. |
| Returns | |
|---|---|
| A classification-flavored signature_def. |
| Raises | |
|---|---|
ValueError | If examples is None. |
© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r2.3/api_docs/python/tf/compat/v1/saved_model/classification_signature_def