tf.sparse.from_dense

Converts a dense tensor into a sparse tensor.

Compat aliases for migration

See Migration guide for more details.

tf.sparse.from_dense(
    tensor, name=None
)

Only elements not equal to zero will be present in the result. The resulting SparseTensor has the same dtype and shape as the input.

Args
`tensor`	A dense `Tensor` to be converted to a `SparseTensor`.
`name`	Optional name for the op.

Returns
The `SparseTensor`.

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 2021-02-18 UTC.

Args