KellenSunderland commented on a change in pull request #12530: Implement mkldnn 
convolution fusion and quantization.
URL: https://github.com/apache/incubator-mxnet/pull/12530#discussion_r222577892
 
 

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 File path: python/mxnet/contrib/quantization.py
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 @@ -53,6 +53,7 @@ def _quantize_params(qsym, params):
     qsym : Symbol
         Quantized symbol from FP32 symbol.
     params : dict of str->NDArray
+    th_dict: dict of min/max pairs of layers' output
 
 Review comment:
   I may be misunderstanding something here, but Is the thresholding applied to 
the output?  My understanding was it's usually applied to the weights during 
quantization.

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