reminisce commented on issue #9552: [REQUEST FOR REVIEW | DO NOT MERGE] Model 
Quantization with Calibration
URL: https://github.com/apache/incubator-mxnet/pull/9552#issuecomment-362779633
 
 
   @pengzhao-intel I will definitely let you know if there are breaking changes.
   
   For testing inference, you can use the script 
`example/quantization/imagenet_gen_qsym.py` to generate quantized models 
(resnet-152 and inception w/ bn) and run the inference using 
`example/quantization/imagenet_inference.py`. Remember to change the `ctx` to 
`mx.cpu` since it's currently default to `mx.gpu(0)`.

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