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Posted to dev@systemml.apache.org by Krishna Kalyan <kr...@gmail.com> on 2018/03/21 09:10:27 UTC

Apache SystemML 1.1.0 : Performance Test

Hello All,
Sharing a small Shiny App to visualize the runtime performance for System
ML algorithms. This is work still in progress. Any feedback would be really
appreciated :).
https://kkalyan3.shinyapps.io/SystemML/

(Currently, this app contains the total runtime on amazon c5.xlarge
instance (standalone) on 10k_1k and 10k_100 dataset size, experiment
repeated 4 times.)

I also plan to refractor our python performance scripts
- Make it object-oriented
- Capture meta-data information like "hardware configuration", "Author" etc
- Repeat performance tests easily

Regards,
Krishna

Re: Apache SystemML 1.1.0 : Performance Test

Posted by Matthias Boehm <mb...@gmail.com>.

awesome - thanks for sharing Krishna.

Regards,
Matthias

On Wed, Mar 21, 2018 at 2:10 AM, Krishna Kalyan <kr...@gmail.com>
wrote:

> Hello All,
> Sharing a small Shiny App to visualize the runtime performance for System
> ML algorithms. This is work still in progress. Any feedback would be really
> appreciated :).
> https://kkalyan3.shinyapps.io/SystemML/
>
> (Currently, this app contains the total runtime on amazon c5.xlarge
> instance (standalone) on 10k_1k and 10k_100 dataset size, experiment
> repeated 4 times.)
>
> I also plan to refractor our python performance scripts
> - Make it object-oriented
> - Capture meta-data information like "hardware configuration", "Author" etc
> - Repeat performance tests easily
>
> Regards,
> Krishna
>