xcgoner commented on issue #12376: [MXNET-854] SVRG Optimization in Python 
Module API
URL: https://github.com/apache/incubator-mxnet/pull/12376#issuecomment-417014652
 
 
   @StephanieYuan The original version of SVRG could be time-consuming due to 
the computation of the full gradient at the beginning of each epoch. Could you 
also include the cheap version in your implementation:
   https://arxiv.org/abs/1511.01942

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