def __call__(self, x_0: chainer.Variable, x_1: chainer.Variable):
h = self.c0_0(x_0)
if self.will_concat:
h = F.concat([h, self.c0_1(x_1)])
h = self.c1(h)
# hs.append(chainer.functions.average_pooling_2d
h = self.c2(h)
h = self.c3(h)
h = self.c4(h)
# h = F.average_pooling_2d(h, h.data.shape[2], 1, 0)
return h
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