tfp.math.dense_to_sparse | TensorFlow Probability (original) (raw)
tfp.math.dense_to_sparse
Converts dense Tensor to SparseTensor, dropping ignore_value cells.
tfp.math.dense_to_sparse(
x, ignore_value=None, name=None
)
| Args | |
|---|---|
| x | A Tensor. |
| ignore_value | Entries in x equal to this value will be absent from the return SparseTensor. If None, default value ofx dtype will be used (e.g. '' for str, 0 for int). |
| name | Python str prefix for ops created by this function. |
| Returns | |
|---|---|
| sparse_x | A tf.SparseTensor with the same shape as x. |
| Raises | |
|---|---|
| ValueError | when x's rank is None. |
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.
Last updated 2023-11-21 UTC.