tf.compat.v1.layers.flatten
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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)`
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Last updated 2020-10-01 UTC.
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