model.py 文件源码

def __init__(self, ch=128, wscale=0.02):
        w = chainer.initializers.Normal(wscale)
        super(GeneratorOld, self).__init__(
            conv1=L.Convolution2D(3, ch // 4, 5, 1, 2, initialW=w),
            conv2=L.Convolution2D(ch // 4, ch // 2, 3, 2, 1, initialW=w),
            conv3=L.Convolution2D(ch // 2, ch, 3, 2, 1, initialW=w),
            res1=ResBlock(ch, ch, bn=False),
            res2=ResBlock(ch, ch, bn=False),
            res3=ResBlock(ch, ch, bn=False),
            res4=ResBlock(ch, ch, bn=False),
            res5=ResBlock(ch, ch, bn=False),
            res6=ResBlock(ch, ch, bn=False),
            res7=ResBlock(ch, ch, bn=False),
            res8=ResBlock(ch, ch, bn=False),
            res9=ResBlock(ch, ch, bn=False),
            dc1=L.Deconvolution2D(ch, ch // 2, 4, 2, 1, initialW=w),
            dc2=L.Deconvolution2D(ch // 2, ch // 4, 4, 2, 1, initialW=w),
            dc3=L.Convolution2D(ch // 4, 3, 5, 1, 2, initialW=w),
        )

    # noinspection PyCallingNonCallable,PyUnresolvedReferences