3-D average pooling layer
A 3-D average pooling layer performs downsampling by dividing three-dimensional input into cuboidal pooling regions and computing the average values of each region.
creates an average pooling layer and sets the layer
= averagePooling3dLayer(poolSize
)PoolSize
property.
sets the optional layer
= averagePooling3dLayer(poolSize
,Name,Value
)Stride
and Name
properties
using name-value pairs. To specify input padding, use the 'Padding'
name-value pair argument. For example,
averagePooling3dLayer(2,'Stride',2)
creates a 3-D average pooling
layer with pool size [2 2 2]
and stride [2 2 2]
. You
can specify multiple name-value pairs. Enclose each property name in single quotes.
averagePooling2dLayer
| convolution3dLayer
| maxPooling3dLayer