Bottle2neck block for Res2Net. If style is "pytorch", the stride-two layer is the 3x3 conv layer, if it is "caffe", the stride-two layer is the first 1x1 conv layer.
(self,
inplanes,
planes,
scales=4,
base_width=26,
base_channels=64,
stage_type='normal',
**kwargs)