[GitHub] [incubator-mxnet] ThomasDelteil commented on a change in pull request #15448: [MKLDNN]Enhance Quantization APIs and Tutorial

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ThomasDelteil commented on a change in pull request #15448: [MKLDNN]Enhance Quantization APIs and Tutorial
URL: https://github.com/apache/incubator-mxnet/pull/15448#discussion_r300400033
 
 

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 File path: docs/tutorials/mkldnn/mkldnn_quantization.md
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+
+# Quantize custom models with MKL-DNN backend
+
+This document is to introduce how to quantize the customer models from FP32 to INT8 with Apache/MXNet toolkit and APIs under Intel CPU.
+
+If you are not familiar with Apache/MXNet quantizaiton flow, please reference [quantization blog](https://medium.com/apache-mxnet/model-quantization-for-production-level-neural-network-inference-f54462ebba05) first, and the perforamnce data is shown in [Apache/MXNet C++ interface](https://github.com/apache/incubator-mxnet/tree/master/cpp-package/example/inference) and [GluonCV](https://gluon-cv.mxnet.io/build/examples_deployment/int8_inference.html). 
 
 Review comment:
   performance*

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