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train issue #15

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@zxy951005

Hi, shayneobrien:
I'am Xiangyu from China, I have some quetions about your code. I used your code, but when I am training, the loss has not been descent. I have checked the code several times. The recall ande the precison is almost zero.
Best wish!

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