tf.nn.avg_pool3d
Stay organized with collections Save and categorize content based on your preferences.
Performs the average pooling on the input.
tf.nn.avg_pool3d(
input, ksize, strides, padding, data_format='NDHWC', name=None
)
Each entry in output is the mean of the corresponding size ksize window in value.
Args |
|---|
input | A 5-D Tensor of shape [batch, depth, height, width, channels] and type float32, float64, qint8, quint8, or qint32. |
ksize | An int or list of ints that has length 1, 3 or 5. The size of the window for each dimension of the input tensor. |
strides | An int or list of ints that has length 1, 3 or 5. The stride of the sliding window for each dimension of the input tensor. |
padding | A string, either 'VALID' or 'SAME'. The padding algorithm. See here for more information. |
data_format | A string. 'NDHWC' and 'NCDHW' are supported. |
name | Optional name for the operation. |
Returns |
|---|
A Tensor with the same type as value. The average pooled output tensor. |
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 2024-04-26 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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-04-26 UTC."],[],[]]
View source on