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Posted to commits@mxnet.apache.org by GitBox <gi...@apache.org> on 2018/12/08 04:41:09 UTC

[GitHub] anirudhacharya commented on issue #13447: Rewrite dataloader, improves responsiveness and reliability

anirudhacharya commented on issue #13447: Rewrite dataloader, improves responsiveness and reliability
URL: https://github.com/apache/incubator-mxnet/pull/13447#issuecomment-445430380
 
 
   > Dataloader with threadpool is faster than Dataloader with multiprocess(about 2~5x), especially when the dataset is small or most of codes are written with C++, for example, rotating the image is written by Opencv library
   
   what is the basis for this comment. If you have multiple CPU cores isn't multiprocessing more efficient, has easier memory management and bypasses GIL?

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