tf.train.limit_epochs

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

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

Returns tensor num_epochs times and then raises an OutOfRange error. (deprecated)

THIS FUNCTION IS DEPRECATED. It will be removed in a future version. Instructions for updating: Queue-based input pipelines have been replaced by tf.data. Use tf.data.Dataset.from_tensors(tensor).repeat(num_epochs).

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.