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.
|