tf.layers.Flatten
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Flattens an input tensor while preserving the batch axis (axis 0).
Inherits From: Flatten
, Layer
tf.layers.Flatten(
data_format=None, **kwargs
)
Arguments
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, ..., channels)
while channels_first
corresponds to
inputs with shape (batch, channels, ...)
.
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)`
Attributes
graph
DEPRECATED FUNCTION
Warning: THIS FUNCTION IS DEPRECATED. It will be removed in a future version.
Instructions for updating:
Stop using this property because tf.layers layers no longer track their graph.
scope_name
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Last updated 2020-10-01 UTC.
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