tf.raw_ops.ReduceDataset

Reduces the input dataset to a singleton using a reduce function.

tf.raw_ops.ReduceDataset(
    input_dataset,
    initial_state,
    other_arguments,
    f,
    output_types,
    output_shapes,
    use_inter_op_parallelism=True,
    metadata='',
    name=None
)

input_datasetA Tensor of type variant. A variant tensor representing the input dataset.
initial_stateA list of Tensor objects. A nested structure of tensors, representing the initial state of the transformation.
other_argumentsA list of Tensor objects.
fA function decorated with @Defun. A function that maps (old_state, input_element) to new_state. It must take two arguments and return a nested structures of tensors. The structure of new_state must match the structure of initial_state.
output_typesA list of tf.DTypes that has length >= 1.
output_shapesA list of shapes (each a tf.TensorShape or list of ints) that has length >= 1.
use_inter_op_parallelismAn optional bool. Defaults to True.
metadataAn optional string. Defaults to "".
nameA name for the operation (optional).

A list of Tensor objects of type output_types.