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From "Matthias Boehm (JIRA)" <j...@apache.org>
Subject [jira] [Commented] (SYSTEMML-2443) Add experiments varied on optimizers
Date Sun, 15 Jul 2018 07:03:00 GMT

    [ https://issues.apache.org/jira/browse/SYSTEMML-2443?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16544429#comment-16544429
] 

Matthias Boehm commented on SYSTEMML-2443:
------------------------------------------

[~Guobao] that is a great idea and I'm glad you're concurrently running experiments. I would
recommend to use CIFAR (https://www.cs.toronto.edu/~kriz/cifar.html) and/or subsets of ImageNet
(http://www.image-net.org/). Maybe you can add a preparation script to the paramserv repo
for converting these datasets into SystemML's binary format.

Tomorrow, I'll spend half a day working on your PR and playing around with the modified experiments
- once it's running smoothly, I will kickoff a full run and share the results accordingly.


> Add experiments varied on optimizers
> ------------------------------------
>
>                 Key: SYSTEMML-2443
>                 URL: https://issues.apache.org/jira/browse/SYSTEMML-2443
>             Project: SystemML
>          Issue Type: Sub-task
>            Reporter: LI Guobao
>            Assignee: LI Guobao
>            Priority: Major
>
> It aims to add the scripts of doing the experiments for local ps and to explore the training
result with the different optimizers (sgd, adagrad, adam).



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