Use trainer

[delta2323]

Chainer supports Trainer feature from v1.11.0. But current Chainer-Deepmark writes training loops manually.

[delta2323]

I had a discussion with @vogel and concluded that first we fix the evaluation code without trainer because the diff is smaller.