def ResNetWong(c, **kargs): return n.Seq( n.Conv(16, 3, padding=1, bias=False), n.WideBlock(16), n.WideBlock(16), n.WideBlock(32, True), n.WideBlock(64, True), n.FFNN([1000, c], ibp_init=True, bias=True, last_lin=True, last_zono=True, **kargs))
def wb(c, bias=True, **kargs): return n.WideBlock(c, False, bias=bias, ibp_init=True, batch_norm=False, **kargs)