gaosanyuan commented on issue #9764: Large batch size does not improve predict 
   I use mxnet 0.12.0 to do image semantic segmentation, and the input data 
size is (Batch, C, H, W). When I set Batch is 1, the total predict time is 
about 1 second?When I set Batch is 2, the predict speed is about 2 seconds; 
When I set Batch is 4, the predict speed is about 4 seconds, etc.

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