What is Stride? What is the effect of high Stride on the feature map?

Stride refers to the number of pixels by which we slide over the filter matrix over the input matrix. For instance –

  • If Stride =1, then move the filter one pixel at a time.
  • If Stride=2, then move the filter two-pixel at a time.

Moreover, larger Strides will produce a smaller feature map.