tf.raw_ops.GeneratorDataset

Creates a dataset that invokes a function to generate elements.

tf.raw_ops.GeneratorDataset(
    init_func_other_args, next_func_other_args, finalize_func_other_args, init_func,
    next_func, finalize_func, output_types, output_shapes, name=None
)

Args:

  • init_func_other_args: A list of Tensor objects.
  • next_func_other_args: A list of Tensor objects.
  • finalize_func_other_args: A list of Tensor objects.
  • init_func: A function decorated with @Defun.
  • next_func: A function decorated with @Defun.
  • finalize_func: A function decorated with @Defun.
  • output_types: A list of tf.DTypes that has length >= 1.
  • output_shapes: A list of shapes (each a tf.TensorShape or list of ints) that has length >= 1.
  • name: A name for the operation (optional).

Returns:

A Tensor of type variant.