+1 I ran a subset of the lineage paper experiments on a node with 16 physical cores and 128GB memory. These experiments include linear regression, l2svm, autoencoder, feature transformations, and PCA, which in total took 10 hours to complete.
Regards, Arnab.. On Mon, Nov 29, 2021 at 11:03 AM Sebastian Wrede <swr...@know-center.at> wrote: > +1 > ________________________________ > From: Matthias Boehm <mboe...@gmail.com> > Sent: Sunday, November 28, 2021 17:15 > To: dev@systemds.apache.org <dev@systemds.apache.org> > Subject: Re: [VOTE] Apache SystemDS 2.2.1 (RC3) > > [mboe...@gmail.com appears similar to someone who previously sent you > email, but may not be that person. Learn why this could be a risk at > http://aka.ms/LearnAboutSenderIdentification.] > > +1 > > I ran the perftest suite (binomial, multinomial, regression) on a 1+10 > node Spark 2.4.7 cluster up to the 80GB configuration, as well as a toy > example of 200GB synthetic data with 32x1000 aggregations which > cumulatively scanned petabytes of data. This release looks good to me. > > Regards, > Matthias > > On 11/26/2021 1:04 PM, arnab phani wrote: > > Please vote on releasing the following candidate as Apache SystemDS > version > > 2.2.1 > > > > The vote is open for at least 72 hours and passes if a majority of at > least > > 3 +1 PMC votes are cast. > > > > [ ] +1 Release this package as Apache SystemDS 2.2.1 > > [ ] -1 Do not release this package because ... > > > > To learn more about Apache SystemDS, please see > > > https://eur02.safelinks.protection.outlook.com/?url=http%3A%2F%2Fsystemds.apache.org%2F&data=04%7C01%7Cswrede%40know-center.at%7Cc82b2c0284e049da2f3a08d9b28a613b%7C0d3c92e977ae4f49bd126ff29e8f1c37%7C0%7C0%7C637737129677586530%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=v07X7UsMFqky19FH5OfdgRXwWxPpDxOCSwLa4%2B%2BpRLE%3D&reserved=0 > > > > > > The tag to be voted on is 2.2.1-rc3 > > (ada4706f29b57e085c0e83911b59373f6a7f1eb8): > > > https://eur02.safelinks.protection.outlook.com/?url=https%3A%2F%2Fgithub.com%2Fapache%2Fsystemds%2Ftree%2F2.2.1-rc3&data=04%7C01%7Cswrede%40know-center.at%7Cc82b2c0284e049da2f3a08d9b28a613b%7C0d3c92e977ae4f49bd126ff29e8f1c37%7C0%7C0%7C637737129677586530%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=F4GTiu8Ii%2BBwO7cE92iVTn5ACAFK7HMQ%2BHmJddGIcvQ%3D&reserved=0 > > > > The release artifacts can be found at: > > > https://eur02.safelinks.protection.outlook.com/?url=https%3A%2F%2Fdist.apache.org%2Frepos%2Fdist%2Fdev%2Fsystemds%2F2.2.1-rc3%2F&data=04%7C01%7Cswrede%40know-center.at%7Cc82b2c0284e049da2f3a08d9b28a613b%7C0d3c92e977ae4f49bd126ff29e8f1c37%7C0%7C0%7C637737129677586530%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=Y8SXmyMtkuwF18rgnOnkr2PyLp9lKlOHYPEGIltFi0Q%3D&reserved=0 > > > > The maven release artifacts, including signatures, digests, etc. can be > > found at: > > > https://eur02.safelinks.protection.outlook.com/?url=https%3A%2F%2Frepository.apache.org%2Fcontent%2Frepositories%2Forgapachesystemds-1073%2Forg%2Fapache%2Fsystemds%2Fsystemds%2F2.2.1%2F&data=04%7C01%7Cswrede%40know-center.at%7Cc82b2c0284e049da2f3a08d9b28a613b%7C0d3c92e977ae4f49bd126ff29e8f1c37%7C0%7C0%7C637737129677586530%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=FLmlexjlPXUr68OVFlj9JbE9aDCWEs0fxKPujFBnFpA%3D&reserved=0 > > > > > > > > =========================== > > == Apache Release policy == > > =========================== > > > https://eur02.safelinks.protection.outlook.com/?url=http%3A%2F%2Fwww.apache.org%2Flegal%2Frelease-policy.html&data=04%7C01%7Cswrede%40know-center.at%7Cc82b2c0284e049da2f3a08d9b28a613b%7C0d3c92e977ae4f49bd126ff29e8f1c37%7C0%7C0%7C637737129677586530%7CUnknown%7CTWFpbGZsb3d8eyJWIjoiMC4wLjAwMDAiLCJQIjoiV2luMzIiLCJBTiI6Ik1haWwiLCJXVCI6Mn0%3D%7C3000&sdata=opU1KA1Izn81zUk2pMOeXW8V4oqufvH38vVB2zQ%2FzZA%3D&reserved=0 > > > > > > ======================================= > > == How can I help test this release? == > > ======================================= > > If you are a SystemDS user, you can help us test this release by taking > an > > existing Algorithm or workload and running on this release candidate, > then > > reporting any regressions. > > > > ================================================ > > == What justifies a -1 vote for this release? == > > ================================================ > > -1 votes should only occur for significant stop-ship bugs or legal > related > > issues (e.g. wrong license, missing header files, etc). Minor bugs or > > regressions should not block this release. > > > > Regards, > > Arnab.. > > >
