Xinyu Chen created MXNET-290:

             Summary: MKLDNN support for model quantization
                 Key: MXNET-290
             Project: Apache MXNet
          Issue Type: New Feature
            Reporter: Xinyu Chen

This PR add MKLDNN support for model quantization. Accuracy gap between fp32 
and int8 is less than 1% for resnet and inception. Further optimization will be 
submitted based on this PR.

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