QueensGambit commented on issue #15640: Performance regression for MXNet 1.5.0
URL: 
https://github.com/apache/incubator-mxnet/issues/15640#issuecomment-520477906
 
 
   Thank you for the notification @pengzhao-intel.
   Wouldn't it be to appropriate to disable the NaN-Value check from 
https://github.com/apache/incubator-mxnet/pull/14262  by default whenever the 
model is loaded in full-inference mode (`grad_req='null'`) or to make it 
parametrizable?
   
   ReLU is the most common building block, thus the regression affects most 
current models.
   Normally, when a model was fully trained without NaNs, then a higher 
priority is assigned to the final inference time.

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