absalama commented on issue #11200: Training Imagenet on AlexNet failed with 
corrupted JPEG format images 
URL: 
https://github.com/apache/incubator-mxnet/issues/11200#issuecomment-397834739
 
 
   @sandeep-krishnamurthy 
   
   I figured out where the problem comes from. Streaming huge record file (100 
GB) can be problematic. I use --chunks with the conversion tool and now the 
training is working with appropriate speed (360 image/sec)

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