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How much memory is needed for "train_and_eval" mode #12

@laper

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@laper

I have tried to train this model on one GPU, but Tensorflow growth run out of system memory(32G) while 2k+ step training.

I'm not sure it's because my modification(not much) or memory leaks or this code just consuming large memory.

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