Beginning Anomaly Detection Using

kernel_size: The size of the pooling window. If an integer n is given, 

then the window size of the pooling layer is 

1xn. A tuple of two 

integers allows you to specify the dimensions as (

height, width).

• 

stride: Defaults to kernel_size if nothing is passed in. If you pass in 

an integer, the pooling window moves by integer 

n amount after 

completing its pooling operation on a set of entries. A tuple of two 

integers allows you to specify (

vertical_shift, horizontal_shift).

• 

padding: An integer n representing the zero padding to add on both 

sides. A tuple of two integers allows you to specify (

vertical_padding, 

horizontal_padding). Default = 0.

• 

dilation: Similar to the dilation factor in the convolutional layer, 

except with max pooling. An integer