+1 Successfully ran Linear Regression, Logistic Regression, Naive Bayes, SVM in Python notebooks with Spark 2.0.2 (in cloud environment) and Spark 2.1 (on local test cluster) after pip install of RC4 python artifact systemml-0.14.0-incubating-python.tgz. Also ran Linear Regression Conjugate Gradient in Scala notebooks.
Regards, Glenn From: Matthias Boehm <mboe...@googlemail.com> To: dev@systemml.incubator.apache.org Date: 04/24/2017 02:02 AM Subject: Re: [VOTE] Apache SystemML 0.14.0-incubating (RC4) +1 I ran large-scale experiments on Spark 2.1 for L2SVM, GLM, MLogreg, LinregCG, LinregDS, and PCA over scaled versions of MNIST and ImageNet (up to 1TB, with uncompressed and compressed linear algebra) without any issues. Compared to previous experiments with SystemML 0.11 and Spark 1.6, I've seen substantial performance improvements of >2x for iterative algorithms with RDD operations in the inner loop over out-of-core datasets. Regards, Matthias On Wed, Apr 19, 2017 at 4:17 PM, Arvind Surve <ac...@yahoo.com.invalid> wrote: > Please vote on releasing the following candidate as Apache SystemML > version 0.14.0-incubating ! > 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 SystemML 0.14.0-incubating[ ] -1 Do > not release this package because ... > To learn more about Apache SystemML, please see http://systemml.apache. > org/ > The tag to be voted on is v0.14.0-incubating-rc4 ( > 8bdcf106ca9bd04c0f68924ad5827eb7d7d54952) > https://github.com/apache/incubator-systemml/commit/ > 8bdcf106ca9bd04c0f68924ad5827eb7d7d54952 > > The release artifacts can be found at :https://dist.apache.org/ > repos/dist/dev/incubator/systemml/0.14.0-incubating-rc4/ > The maven release artifacts, including signatures, digests, etc. can > be found at:https://repository.apache.org/content/repositories/ > orgapachesystemml-1021/org/apache/systemml/systemml/0.14.0-incubating/ > ======================================= Apache Incubator release policy > =======================================Please find below the guide to > release management during incubation:http://incubator.apache.org/guides/ > releasemanagement.html > ========================================= How can I help test this > release? =========================================If you are a SystemML > user, you can help us test this release by taking an existing Algorithm or > workload and running on this release candidate, thenreporting 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. > -Arvind > Arvind Surve | Spark Technology Center | http://www.spark.tc/
