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Have you met memory leak problem when running model? #9

@Sucran

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@Sucran

Hi, @Ugness
I met a RAM memory leak problem when running network.py and train.py, this issue confused me for a few days. I have run other pytorch repo which is OK.
I run the code in Ubuntu 14.04, Pytorch 0.4.1, CUDA 8.0, cudnn 6.0.

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