tf.compat.v1.layers.flatten
Stay organized with collections
Save and categorize content based on your preferences.
Flattens an input tensor while preserving the batch axis (axis 0). (deprecated)
tf . compat . v1 . layers . flatten (
inputs , name = None , data_format = 'channels_last'
)
Warning: THIS FUNCTION IS DEPRECATED. It will be removed in a future version.
Instructions for updating:
Use keras.layers.flatten instead.
Arguments
inputs
Tensor input.
name
The name of the layer (string).
data_format
A string, one of channels_last
(default) or channels_first
.
The ordering of the dimensions in the inputs.
channels_last
corresponds to inputs with shape
(batch, height, width, channels)
while channels_first
corresponds to
inputs with shape (batch, channels, height, width)
.
Examples:
x = tf . compat . v1 . placeholder ( shape = ( None , 4 , 4 ), dtype = 'float32 ')
y = flatten ( x )
# now `y` has shape `(None, 16)`
x = tf . compat . v1 . placeholder ( shape = ( None , 3 , None ), dtype = 'float32 ')
y = flatten ( x )
# now `y` has shape `(None, 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 2020-10-01 UTC.
[{
"type": "thumb-down",
"id": "missingTheInformationINeed",
"label":"Missing the information I need"
},{
"type": "thumb-down",
"id": "tooComplicatedTooManySteps",
"label":"Too complicated / too many steps"
},{
"type": "thumb-down",
"id": "outOfDate",
"label":"Out of date"
},{
"type": "thumb-down",
"id": "samplesCodeIssue",
"label":"Samples / code issue"
},{
"type": "thumb-down",
"id": "otherDown",
"label":"Other"
}]
[{
"type": "thumb-up",
"id": "easyToUnderstand",
"label":"Easy to understand"
},{
"type": "thumb-up",
"id": "solvedMyProblem",
"label":"Solved my problem"
},{
"type": "thumb-up",
"id": "otherUp",
"label":"Other"
}]
{"lastModified": "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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2020-10-01 UTC."],[],[]]