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tf.train.limit_epochs

tf.train.limit_epochs(
    tensor,
    num_epochs=None,
    name=None
)

Defined in tensorflow/python/training/input.py.

See the guide: Inputs and Readers > Input pipeline

Returns tensor num_epochs times and then raises an OutOfRange error.

Note: creates local counter epochs. Use local_variables_initializer() to initialize local variables.

Args:

  • tensor: Any Tensor.
  • num_epochs: A positive integer (optional). If specified, limits the number of steps the output tensor may be evaluated.
  • name: A name for the operations (optional).

Returns:

tensor or OutOfRange.

Raises:

  • ValueError: if num_epochs is invalid.

© 2018 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/api_docs/python/tf/train/limit_epochs