tf.nn.collapse_repeated
Stay organized with collections
Save and categorize content based on your preferences.
Merge repeated labels into single labels.
tf.nn.collapse_repeated(
labels, seq_length, name=None
)
Args |
labels
|
Tensor of shape [batch, max value in seq_length]
|
seq_length
|
Tensor of shape [batch], sequence length of each batch element.
|
name
|
A name for this Op . Defaults to "collapse_repeated_labels".
|
Returns |
A tuple (collapsed_labels, new_seq_length) where
|
collapsed_labels
|
Tensor of shape [batch, max_seq_length] with repeated
labels collapsed and padded to max_seq_length, eg:
[[A, A, B, B, A], [A, B, C, D, E]] => [[A, B, A, 0, 0], [A, B, C, D, E]]
|
new_seq_length
|
int tensor of shape [batch] with new sequence lengths.
|
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 2020-10-01 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2020-10-01 UTC."],[],[]]