Creates a dataset that applies f to the outputs of input_dataset.
tf.raw_ops.FlatMapDataset( input_dataset, other_arguments, f, output_types, output_shapes, metadata='', name=None ) Unlike MapDataset, the f in FlatMapDataset is expected to return a Dataset variant, and FlatMapDataset will flatten successive results into a single Dataset.
Args | |
|---|---|
input_dataset | A Tensor of type variant. |
other_arguments | A list of Tensor objects. |
f | A function decorated with @Defun. A function mapping elements of input_dataset, concatenated with other_arguments, to a Dataset variant that contains elements matching output_types and output_shapes. |
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. |
metadata | An optional string. Defaults to "". |
name | A name for the operation (optional). |
Returns | |
|---|---|
A Tensor of type variant. |