private
resnextblock
— function
resnextblock(inplanes, outplanes, cardinality, width, downsample = false)
Create a basic residual block as defined in the paper for ResNeXt (reference).
Arguments:
inplanes
: the number of input feature mapsoutplanes
: the number of output feature mapscardinality
: the number of groups to use for the convolutionwidth
: the number of feature maps in each group in the bottleneckdownsample
: set totrue
to downsample the input