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cntk:pooling

cntk:pooling(
   $operand as cntk:variable,
   $pooling-type as xs:string,
   $pooling-window-shape as cntk:shape,
   [$strides as cntk:shape],
   [$auto-padding as xs:boolean*],
   [$ceil-out-dim as xs:boolean],
   [$include-pad as xs:boolean],
   [$name as xs:string]
) as cntk:function

Summary

The pooling operations compute a new tensor by selecting the maximum or average value in the pooling input. In the case of average pooling with padding, the average is only over the valid region. N-dimensional pooling allows to create max or average pooling of any dimensions, stride or padding.

Parameters
$operand The operand of the operation.
$pooling-type The pooling type of the operation. Can be either "Max" or "Average".
$pooling-window-shape Dimensions of the pooling window.
$strides Strides. Default {1}.
$auto-padding Automatic padding flags for each input dimension. Default false.
$ceil-out-dim Ceiling while computing output size. Default false.
$include-pad Include pad while average pooling. Default false.
$name The name of the function instance in the network.

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