Assertion: neural network's layer | /r/CapableOf | use small filters
Facets:
value: crucially
type: MANNER
Source sentences:
text: The conv layers should be using small filters (e.g. 3x3 or at most 5x5), using a stride of \(S = 1\), and crucially, padding the input volume with zeros in such way that the conv layer does not alter the spatial dimensions of the input.