StephanieYuan commented on a change in pull request #12376: [MXNET-854] SVRG 
Optimization in Python Module API
URL: https://github.com/apache/incubator-mxnet/pull/12376#discussion_r214456211
 
 

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 File path: example/svrg_module/linear_regression/README.md
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+### Linear Regression using SVRGModule on YearPredictionMSD dataset
+
+YearPredictionMSD: dataset contains over 400,000 samples with 90 features. 
Please uncomment data downloading script from
+data_reader.py to download the data. 
+
+This example trains a linear regression model using SVRGModule. Logs of the 
training results can be found in 
+experiments.log
 
 Review comment:
   It will be generated when runs the train script. 

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