Stride

/straɪd/

The number of pixels by which a filter moves across the input during convolution or pooling operations.

In italiano: Stride

Stride controls output size - larger strides produce smaller outputs. Stride 1 moves one pixel at a time, stride 2 skips every other position. Affects receptive field and computational cost.

Examples

  • Stride 1 for detailed features
  • Stride 2 for downsampling
  • Stride > 1 reduces computation