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torch data augmentation toolbox (supports affine transform)

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Hi! Using hzproc.Transform.Fast leads to memory leaks, have you ever experimented this issue? Could it be because you allocate [this](https://github.com/zhanghang1989/HzProc/blob/master/lib/HZPROC/HZAffineMap.cu#L58) but don't free it? Thanks!