tf.ragged.RaggedTensorValue

Represents the value of a RaggedTensor.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.ragged.RaggedTensorValue

tf.ragged.RaggedTensorValue(
    values, row_splits
)

See tf.RaggedTensor for a description of ragged tensors.

Args
values	A numpy array of any type and shape; or a RaggedTensorValue.
row_splits	A 1-D int32 or int64 numpy array.

Attributes
dtype	The numpy dtype of values in this tensor.
flat_values	The innermost values array for this ragged tensor value.
nested_row_splits	The row_splits for all ragged dimensions in this ragged tensor value.
ragged_rank	The number of ragged dimensions in this ragged tensor value.
row_splits	The split indices for the ragged tensor value.
shape	A tuple indicating the shape of this RaggedTensorValue.
values	The concatenated values for all rows in this tensor.

Methods

to_list

View source

to_list()

Returns this ragged tensor value as a nested Python list.