tf.raw_ops.RaggedTensorToSparse
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Converts a RaggedTensor
into a SparseTensor
with the same values.
View aliases
Compat aliases for migration
See
Migration guide for
more details.
tf.compat.v1.raw_ops.RaggedTensorToSparse
tf . raw_ops . RaggedTensorToSparse (
rt_nested_splits , rt_dense_values , name = None
)
input=ragged.from_nested_row_splits(rt_dense_values, rt_nested_splits)
output=SparseTensor(indices=sparse_indices, values=sparse_values,
dense_shape=sparse_dense_shape)
Args
rt_nested_splits
A list of at least 1 Tensor
objects with the same type in: int32
, int64
.
The row_splits
for the RaggedTensor
.
rt_dense_values
A Tensor
. The flat_values
for the RaggedTensor
.
name
A name for the operation (optional).
Returns
A tuple of Tensor
objects (sparse_indices, sparse_values, sparse_dense_shape).
sparse_indices
A Tensor
of type int64
.
sparse_values
A Tensor
. Has the same type as rt_dense_values
.
sparse_dense_shape
A Tensor
of type int64
.
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License , and code samples are licensed under the Apache 2.0 License . For details, see the Google Developers Site Policies . Java is a registered trademark of Oracle and/or its affiliates. Some content is licensed under the numpy license .
Last updated 2024-01-23 UTC.
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