tfp.experimental.nn.util.make_convolution_transpose_fn_with_dilation
Stay organized with collections
Save and categorize content based on your preferences.
Like tf.nn.conv2d except applies batch of kernels to batch of x.
tfp.experimental.nn.util.make_convolution_transpose_fn_with_dilation(
filter_shape,
strides,
padding,
rank=2,
dilations=None,
dtype=tf.int32,
validate_args=False,
name=None
)
This version tends to be fastest on GPU. It implements the transposed
convolution as a regular convolution of an image that is dilated by
interleaving rows and columns of zeros equal to the number of strides.
Args |
|---|
filter_shape
|
...
|
strides
|
...
|
padding
|
...
|
rank
|
...
|
dilations
|
...
|
dtype
|
...
|
validate_args
|
...
|
name
|
...
|
Returns |
|---|
convolution_transpose_fn
|
A callable that takes an input Tensor and kernel
and applies the transpose convolution operation.
|
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.
[[["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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2023-11-21 UTC."],[],[]]
View source on GitHub