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Average Pooling layer for 1D inputs.
Inherits From: AveragePooling1D, Layer, Layer, Module
tf.compat.v1.layers.AveragePooling1D(
pool_size, strides, padding='valid',
data_format='channels_last', name=None, **kwargs
)
Args | |
|---|---|
pool_size
|
An integer or tuple/list of a single integer, representing the size of the pooling window. |
strides
|
An integer or tuple/list of a single integer, specifying the strides of the pooling operation. |
padding
|
A string. The padding method, either 'valid' or 'same'. Case-insensitive. |
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, length, channels) while channels_first corresponds to
inputs with shape (batch, channels, length).
|
name
|
A string, the name of the layer. |
Attributes | |
|---|---|
graph
|
|
scope_name
|
|