Re: [Moses-support] Support Moses and GPU on cloud
Dear Marcin and Moses community, Thanks for the tips! Yeah, g2.8xlarge is painfully expensive... Training on separate instances sounds more reasonable. Now, I've to explain to the devs why I need 2 instances ;P Regards, Liling On Tue, Apr 4, 2017 at 4:25 PM, liling tan wrote: > Dear Marcin and Moses community, > > Are you running on g2.8xlarge on AWS? > > I think I went to the cheap g2.2xlarge and 15GB RAM is a little too low > for MGIZA++ , taking forever... I think I've got to recreate a new larger > instance. > > Regards, > Liling > > > > > ___ Moses-support mailing list Moses-support@mit.edu http://mailman.mit.edu/mailman/listinfo/moses-support
Re: [Moses-support] Support Moses and GPU on cloud
Why would you train your SMT model on a GPU instance? That's far to expensive. Train on a GPU-less instance, then when done attach to an instance that has a GPU. That's what I did. For deployment 15GB might be enough if you make your SMT models small enough. W dniu 04.04.2017 o 10:25, liling tan pisze: > Dear Marcin and Moses community, > > Are you running on g2.8xlarge on AWS? > > I think I went to the cheap g2.2xlarge and 15GB RAM is a little too > low for MGIZA++ , taking forever... I think I've got to recreate a new > larger instance. > > Regards, > Liling > > > > > > > ___ > Moses-support mailing list > Moses-support@mit.edu > http://mailman.mit.edu/mailman/listinfo/moses-support ___ Moses-support mailing list Moses-support@mit.edu http://mailman.mit.edu/mailman/listinfo/moses-support
Re: [Moses-support] Support Moses and GPU on cloud
Dear Marcin and Moses community, Are you running on g2.8xlarge on AWS? I think I went to the cheap g2.2xlarge and 15GB RAM is a little too low for MGIZA++ , taking forever... I think I've got to recreate a new larger instance. Regards, Liling ___ Moses-support mailing list Moses-support@mit.edu http://mailman.mit.edu/mailman/listinfo/moses-support
Re: [Moses-support] Support Moses and GPU on cloud
Hi Liling, I did both on AWS for my WMT2016 en-ru/ru-en systems. No problems with that. What would be the problems you ran in? W dniu 04.04.2017 o 09:30, liling tan pisze: > Dear Moses community, > > Amittai had written a nice package and setup guide for Moses on AWS. > But to do some NMT on GPU, the instances wouldn't usually have enough > RAM for Moses. > > Does anyone have experiencing deploying Moses on GPU instances on AWS > or any other cloud servers? > > Regards, > Liling > > > ___ > Moses-support mailing list > Moses-support@mit.edu > http://mailman.mit.edu/mailman/listinfo/moses-support ___ Moses-support mailing list Moses-support@mit.edu http://mailman.mit.edu/mailman/listinfo/moses-support
[Moses-support] Support Moses and GPU on cloud
Dear Moses community, Amittai had written a nice package and setup guide for Moses on AWS. But to do some NMT on GPU, the instances wouldn't usually have enough RAM for Moses. Does anyone have experiencing deploying Moses on GPU instances on AWS or any other cloud servers? Regards, Liling ___ Moses-support mailing list Moses-support@mit.edu http://mailman.mit.edu/mailman/listinfo/moses-support
