jcm/models/ncsnv2.py [257:268]:
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        ref4 = RefineBlock(layer2.shape[1:3], nf, interpolation=interpolation, act=act)(
            [layer2, ref3]
        )
        ref5 = RefineBlock(
            layer1.shape[1:3], nf, interpolation=interpolation, act=act, end=True
        )([layer1, ref4])

        h = normalizer()(ref5)
        h = act(h)
        h = conv3x3(h, x.shape[-1])

        return h
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