Author: deron
Date: Fri May 12 00:25:47 2017
New Revision: 1794907
URL: http://svn.apache.org/viewvc?rev=1794907&view=rev
Log:
[SYSTEMML-1603] Move release notes under _src
Added:
incubator/systemml/site/release-notes/
incubator/systemml/site/release-notes/systemml-release-notes-0.10.0-incubating.html
incubator/systemml/site/release-notes/systemml-release-notes-0.11.0-incubating.html
incubator/systemml/site/release-notes/systemml-release-notes-0.12.0-incubating.html
incubator/systemml/site/release-notes/systemml-release-notes-0.13.0-incubating.html
incubator/systemml/site/release-notes/systemml-release-notes-0.14.0-incubating.html
incubator/systemml/site/release-notes/systemml-release-notes-0.9.0-incubating.html
Modified:
incubator/systemml/site/roadmap.html
Added:
incubator/systemml/site/release-notes/systemml-release-notes-0.10.0-incubating.html
URL:
http://svn.apache.org/viewvc/incubator/systemml/site/release-notes/systemml-release-notes-0.10.0-incubating.html?rev=1794907&view=auto
==============================================================================
---
incubator/systemml/site/release-notes/systemml-release-notes-0.10.0-incubating.html
(added)
+++
incubator/systemml/site/release-notes/systemml-release-notes-0.10.0-incubating.html
Fri May 12 00:25:47 2017
@@ -0,0 +1,294 @@
+<!--
+
+-->
+<!--
+
+-->
+<!DOCTYPE html>
+<html lang="en">
+ <!--
+
+-->
+<head>
+ <meta charset="utf-8">
+ <meta http-equiv="X-UA-Compatible" content="IE=edge">
+
+ <title>SystemML 0.10.0-incubating Release Notes</title>
+
+ <meta name="description" content="Project Release Notes">
+
+ <meta name="author" content="Apache SystemML">
+
+ <!-- Enable responsive viewport -->
+ <meta name="HandheldFriendly" content="True">
+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+ <!-- You can use Open Graph tags to customize link previews.
+ Learn more: https://developers.facebook.com/docs/sharing/webmasters -->
+ <meta property="og:url" content="https://systemml.apache.org/"; />
+ <meta property="og:type" content="website" />
+ <meta property="og:title" content="SystemML 0.10.0-incubating
Release Notes" />
+ <meta property="og:description" content="Apache SystemML provides an
optimal workplace for Machine Learning using big data" />
+ <meta property="og:image" content="" />
+
+ <!-- Le HTML5 shim, for IE6-8 support of HTML elements -->
+ <!--[if lt IE 9]>
+ <script src="http://html5shim.googlecode.com/svn/trunk/html5.js";></script>
+ <![endif]-->
+
+ <!-- Le styles -->
+ <link rel="stylesheet" href="/assets/css/main.css">
+
+ <!-- favicons -->
+ <link rel="shortcut icon" href="/assets/img/favicon.png">
+</head>
+ <!-- META -->
+ <body class="vcard">
+ <!--
+
+-->
+<header class="site-header site-header--not-home">
+ <h1 class="logo"><a class="url" href="/"><i class="logo-mark"></i><span
class="fn org">Apache SystemML<sup id="trademark">™</sup>
(incubating)</span></a></h1>
+ <nav class="main-nav">
+ <ul>
+
+ <li role="presentation">
+
+
+ <a href="/download" target="_self">Download</a>
+
+ </li>
+
+ <li role="presentation">
+
+
+ <a href="/get-started" target="_self">Get Started</a>
+
+ </li>
+
+ <li role="presentation">
+
+
+ <a href="/documentation" target="_self">Documentation</a>
+
+ </li>
+
+ <li role="presentation">
+
+ <a class="nav-link--hover">Community <i class="icon
icon-chevron-down"></i></a>
+ <ul>
+
+
+ <li><a href="/community" target="_self">Get Involved</a></li>
+
+
+ <li><a href="https://issues.apache.org/jira/browse/SYSTEMML";
target="_blank">Issue Tracker</a></li>
+
+
+ <li><a href="https://github.com/apache/incubator-systemml";
target="_blank">Source Code</a></li>
+
+
+ <li><a href="https://github.com/apache/incubator-systemml-website";
target="_blank">Website Source Code</a></li>
+
+
+ <li><a href="/roadmap" target="_self">Roadmap</a></li>
+
+ </ul>
+
+ </li>
+
+ <li role="presentation">
+
+ <a class="nav-link--hover">Apache <i class="icon
icon-chevron-down"></i></a>
+ <ul>
+
+
+ <li><a href="http://www.apache.org/foundation/how-it-works.html";
target="_blank">Apache Software Foundation</a></li>
+
+
+ <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache
License</a></li>
+
+
+ <li><a href="http://www.apache.org/foundation/sponsorship";
target="_blank">Sponsorship</a></li>
+
+
+ <li><a href="http://www.apache.org/foundation/thanks.html";
target="_blank">Thanks</a></li>
+
+
+ <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
+
+
+ <li><a href="/security" target="_self">Security</a></li>
+
+ </ul>
+
+ </li>
+
+ </ul>
+ </nav>
+</header>
+ <!-- GLOBAL HEADER -->
+ <!--
+
+-->
+<!--
+
+-->
+<div>
+ <!--
+
+-->
+
+<section class="full-stripe full-stripe--subpage-header clear-header">
+ <div class="ml-container ml-container--horizontally-center">
+ <div class="col col-12 content-group content-group--center-content
content-group--center-align">
+ <h1>Apache SystemML<sup id="trademark">™</sup> 0.10.0-incubating
Release Notes</h1>
+ </div>
+ </div>
+</section>
+
+<section class="full-stripe full-stripe--alternate">
+ <div class="ml-container">
+ <div class="col col-12 content-group content-group--medium-bottom-margin">
+
+ <p>The <strong>Apache SystemML 0.10.0-incubating release</strong> was
approved on June 3rd, 2016. It is the second release of Apache SystemML since it
+became an incubator project on November 2nd, 2015. Extensive updates have been
made to the project in several areas, as detailed
+below.</p>
+
+ <h3 id="different-types-of-spark-matrix-blocks">Different Types of Spark
Matrix Blocks</h3>
+ <ul>
+ <li>Supported internal formats: MCSR (default), CSR, COO</li>
+ <li>Automatic MCSRâ¡CSR on Spark read/caching (for memory
efficiency)</li>
+ <li>Automatic MCSRâ¡CSR on sparse update-in-place (avoid
serialization)</li>
+ </ul>
+
+ <h3 id="frame-support-for-jmlc-apicp">Frame Support for JMLC API/CP</h3>
+ <ul>
+ <li>New frame data type, deeply integrated into compiler and
runtime</li>
+ <li>New builtin functions: transformapply, transformencode,
transformdecode, transformmeta</li>
+ <li>Supported operations: read/write, left/right indexing, casting,
append, transform/transformapply</li>
+ </ul>
+
+ <h3 id="framework-compatibilityconfiguration">Framework
Compatibility/Configuration</h3>
+ <ul>
+ <li>[SYSTEMML-418] Version-specific Spark memory budgets (>=1.6,
legacy)</li>
+ <li>[SYSTEMML-158] Updated deprecated Hadoop properties</li>
+ <li>[SYSTEMML-476] Version-specific MR configuration handling (MRv2,
MRv1)</li>
+ <li>Fixes for backwards compatibility to MRv1 (Guava dependency
conflicts, runtime changes such as task handling for multiple output
committer)</li>
+ <li>New pass-through mapred/mapreduce configurations through
SystemML-config</li>
+ <li>[SYSTEMML-584/585] New thread-local configuration handling
(compiler/DML config)</li>
+ </ul>
+
+ <h3 id="deep-learning-support">Deep Learning Support</h3>
+ <ul>
+ <li>[SYSTMEML-618] New DML-script NN library</li>
+ <li>[SYSTEMML-540] New built-in singlenode operations: conv2d,
maxpooling, im2col, col2im, rotate</li>
+ <li>New lenet-train DML script</li>
+ </ul>
+
+ <h3 id="apiscript-usability">API/Script Usability</h3>
+ <ul>
+ <li>[SYSTEMML-607/604/611] Parser error handling</li>
+ <li>[SYSTEMML-506/508/544/577/649/651] Extended MLContext/JMLC
APIs</li>
+ <li>[SYSTEMML-625/626/632] Improved source statement handling (e.g.,
imports, absolute paths)</li>
+ <li>[SYSTEMML-617/631/654] Improved namespace handling</li>
+ <li>[SYSTEMML-240] Extended stats outputs for Spark
collect/broadcast/parallelize</li>
+ <li>[SYSTEMML-495] SystemML configuration handling</li>
+ <li>[SYSTEMML-209] Include algorithms in SystemML jar</li>
+ <li>[SYSTEMML-647/648] Deprecated castAsScalar, ppred</li>
+ <li>[SYSTEMML-477] JSON meta data handling</li>
+ <li>[SYSTEMML-294] Print matrix built-in function</li>
+ <li>[SYSTEMML-296/676/670] Improved PyDML syntax: slicing, rand, cdf,
elif</li>
+ <li>[SYSTEMML-675] Support for negative for/parfor loop increments</li>
+ </ul>
+
+ <h3 id="new-fused-physical-operators">New Fused Physical Operators</h3>
+ <ul>
+ <li>[SYSTEMML-488] Fused wdivmm w/ 4 operands</li>
+ <li>[SYSTEMML-510] Fused wdivmm/wcemm w/ eps term</li>
+ </ul>
+
+ <h3 id="various-performance-features">Various Performance Features</h3>
+ <ul>
+ <li>[SYSTEMML-427/512] Extended IPA (propagate scalar variables)</li>
+ <li>[SYSTEMML-282] Extended update-in-place support for parfor
intermediates</li>
+ <li>[SYSTEMML-552/399] Performance parallel binary/text readers (sort
sparse/nnz handling)</li>
+ <li>[SYSTEMML-552/641] Cache-conscious operations: sparse-dense
wdivmm/wsloss, sparse-dense/sparse-sparse mm, dense-dense skinny rhs mm</li>
+ <li>[SYSTEMML-641] Tuned special cases for block matrix
multiplication: e.g., mm w/ skinny rhs, colwise parallelization wide rhs</li>
+ <li>[SYSTEMML-396/400] New/extended multithreaded operations:
cumsum/cummin/cummax/cumprod, transpose, and rand</li>
+ <li>[SYSTEMML-510/694] New simplification rewrites: âpushdown
unaryagg-transposeâ, âsimplify transpose-aggbin-binary chainsâ,
âreorder minus-mmultâ, âcanonicalize matmult-add-scalarâ, improved
constant folding (all unary)</li>
+ <li>[SYSTEMML-653] Asynchronous bufferpool cleanup of evicted
files/nio file eviction</li>
+ <li>MR iqm/quantile/median (qsort num reducers, qpick buffer size)</li>
+ </ul>
+
+ <h3 id="dml-script-updates">DML Script Updates</h3>
+ <ul>
+ <li>[SYSTEMML-536] New KNN algorithm (still staging)</li>
+ <li>[SYSTEMML-534] Optional console output univariate statistics</li>
+ <li>[SYSTMEML-494] GLM compiler warnings</li>
+ <li>Robustness input/output handling L2SVM, MSVM, and Naive Bayes</li>
+ <li>Random data generator for ALS</li>
+ </ul>
+
+ <h3 id="various-fixes">Various Fixes</h3>
+ <ul>
+ <li>Dozens of fixes for diverse issues, fix pack for 0.9 release</li>
+ </ul>
+
+ <h3 id="build-documentation-examples">Build, Documentation, Examples</h3>
+ <ul>
+ <li>[SYSTEMML-551] Enhanced JMLC javadoc</li>
+ <li>[SYSTEMML-484] Build javadoc jar</li>
+ <li>[SYSTEMML-468] Contributing to SystemML doc</li>
+ <li>[SYSTEMML-517/524] DML Language Reference updates</li>
+ <li>[SYSTEMML-498] Troubleshooting guide</li>
+ <li>SystemML Jupyter/Zeppelin Notebook examples</li>
+ </ul>
+
+ </div></div></section>
+
+</div>
+
+
+ <!--
+
+-->
+<footer class="site-footer">
+ <div class="ml-container">
+ <div class="footer-col-wrapper">
+
+ Apache SystemML<sup id="trademark">™</sup> is an effort undergoing
<a href="https://incubator.apache.org/index.html";>Incubation</a> at The Apache
Software Foundation (ASF), sponsored by the Incubator. Incubation is required
of all newly accepted projects until a further review indicates that the
infrastructure, communications, and decision making process have stabilized in
a manner consistent with other successful ASF projects. While incubation status
is not necessarily a reflection of the completeness or stability of the code,
it does indicate that the project has yet to be fully endorsed by the ASF.
+
+ <div style="text-align:center;">
+
+ <div style="margin-top: 20px; margin-bottom: 20px;">
+ <a href="http://incubator.apache.org";><img width="350px;"
src="/assets/img/apache-incubator-logo.png" alt="Apache Incubator"/></a>
+ </div>
+
+ <div>
+ Copyright © 2015-2017 <a href="http://www.apache.org";>The Apache
Software Foundation</a>.
+ Licensed under the <a
href="http://www.apache.org/licenses/LICENSE-2.0";>Apache License, Version
2.0</a>.
+ <br>
+
+ Apache, the Apache Feather logo, and the Apache Incubator project
logo are trademarks of The Apache Software Foundation.
+
+ </div>
+ </div>
+ </div>
+ </div>
+ <script>
+ (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
+ (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new
Date();a=s.createElement(o),
+
m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
+ })(window,document,'script','//www.google-analytics.com/analytics.js','ga');
+
+ ga('create', 'UA-71553733-1', 'auto');
+ ga('send', 'pageview');
+</script>
+
+</footer>
+ <!-- GLOBAL FOOTER-->
+ <script src="assets/js/bundle.min.js"></script>
+ </body>
+</html>
+
Added:
incubator/systemml/site/release-notes/systemml-release-notes-0.11.0-incubating.html
URL:
http://svn.apache.org/viewvc/incubator/systemml/site/release-notes/systemml-release-notes-0.11.0-incubating.html?rev=1794907&view=auto
==============================================================================
---
incubator/systemml/site/release-notes/systemml-release-notes-0.11.0-incubating.html
(added)
+++
incubator/systemml/site/release-notes/systemml-release-notes-0.11.0-incubating.html
Fri May 12 00:25:47 2017
@@ -0,0 +1,239 @@
+<!--
+
+-->
+<!--
+
+-->
+<!DOCTYPE html>
+<html lang="en">
+ <!--
+
+-->
+<head>
+ <meta charset="utf-8">
+ <meta http-equiv="X-UA-Compatible" content="IE=edge">
+
+ <title>SystemML 0.11.0-incubating Release Notes</title>
+
+ <meta name="description" content="Project Release Notes">
+
+ <meta name="author" content="Apache SystemML">
+
+ <!-- Enable responsive viewport -->
+ <meta name="HandheldFriendly" content="True">
+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+ <!-- You can use Open Graph tags to customize link previews.
+ Learn more: https://developers.facebook.com/docs/sharing/webmasters -->
+ <meta property="og:url" content="https://systemml.apache.org/"; />
+ <meta property="og:type" content="website" />
+ <meta property="og:title" content="SystemML 0.11.0-incubating
Release Notes" />
+ <meta property="og:description" content="Apache SystemML provides an
optimal workplace for Machine Learning using big data" />
+ <meta property="og:image" content="" />
+
+ <!-- Le HTML5 shim, for IE6-8 support of HTML elements -->
+ <!--[if lt IE 9]>
+ <script src="http://html5shim.googlecode.com/svn/trunk/html5.js";></script>
+ <![endif]-->
+
+ <!-- Le styles -->
+ <link rel="stylesheet" href="/assets/css/main.css">
+
+ <!-- favicons -->
+ <link rel="shortcut icon" href="/assets/img/favicon.png">
+</head>
+ <!-- META -->
+ <body class="vcard">
+ <!--
+
+-->
+<header class="site-header site-header--not-home">
+ <h1 class="logo"><a class="url" href="/"><i class="logo-mark"></i><span
class="fn org">Apache SystemML<sup id="trademark">™</sup>
(incubating)</span></a></h1>
+ <nav class="main-nav">
+ <ul>
+
+ <li role="presentation">
+
+
+ <a href="/download" target="_self">Download</a>
+
+ </li>
+
+ <li role="presentation">
+
+
+ <a href="/get-started" target="_self">Get Started</a>
+
+ </li>
+
+ <li role="presentation">
+
+
+ <a href="/documentation" target="_self">Documentation</a>
+
+ </li>
+
+ <li role="presentation">
+
+ <a class="nav-link--hover">Community <i class="icon
icon-chevron-down"></i></a>
+ <ul>
+
+
+ <li><a href="/community" target="_self">Get Involved</a></li>
+
+
+ <li><a href="https://issues.apache.org/jira/browse/SYSTEMML";
target="_blank">Issue Tracker</a></li>
+
+
+ <li><a href="https://github.com/apache/incubator-systemml";
target="_blank">Source Code</a></li>
+
+
+ <li><a href="https://github.com/apache/incubator-systemml-website";
target="_blank">Website Source Code</a></li>
+
+
+ <li><a href="/roadmap" target="_self">Roadmap</a></li>
+
+ </ul>
+
+ </li>
+
+ <li role="presentation">
+
+ <a class="nav-link--hover">Apache <i class="icon
icon-chevron-down"></i></a>
+ <ul>
+
+
+ <li><a href="http://www.apache.org/foundation/how-it-works.html";
target="_blank">Apache Software Foundation</a></li>
+
+
+ <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache
License</a></li>
+
+
+ <li><a href="http://www.apache.org/foundation/sponsorship";
target="_blank">Sponsorship</a></li>
+
+
+ <li><a href="http://www.apache.org/foundation/thanks.html";
target="_blank">Thanks</a></li>
+
+
+ <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
+
+
+ <li><a href="/security" target="_self">Security</a></li>
+
+ </ul>
+
+ </li>
+
+ </ul>
+ </nav>
+</header>
+ <!-- GLOBAL HEADER -->
+ <!--
+
+-->
+<!--
+
+-->
+<div>
+ <!--
+
+-->
+
+<section class="full-stripe full-stripe--subpage-header clear-header">
+ <div class="ml-container ml-container--horizontally-center">
+ <div class="col col-12 content-group content-group--center-content
content-group--center-align">
+ <h1>Apache SystemML<sup id="trademark">™</sup> 0.11.0-incubating
Release Notes</h1>
+ </div>
+ </div>
+</section>
+
+<section class="full-stripe full-stripe--alternate">
+ <div class="ml-container">
+ <div class="col col-12 content-group content-group--medium-bottom-margin">
+
+ <p>The <strong>Apache SystemML 0.11.0-incubating release</strong> was
approved on November 12, 2016. It is the third release of Apache SystemML since
it
+became an incubator project on November 2nd, 2015. Extensive updates have been
made to the project in several areas, as detailed
+below.</p>
+
+ <h3 id="new-features">New Features</h3>
+ <ul>
+ <li>SystemML frames</li>
+ <li>New MLContext API</li>
+ <li>Transform functions based on SystemML frames</li>
+ </ul>
+
+ <h3 id="experimental-features--algorithms">Experimental Features /
Algorithms</h3>
+ <ul>
+ <li>New built-in functions for deep learning (convolution and
pooling)</li>
+ <li>Deep learning library (DML bodied functions)</li>
+ <li>Python DSL Integration</li>
+ <li>GPU Support</li>
+ <li>Compressed Linear Algebra</li>
+ </ul>
+
+ <h3 id="new-algorithms">New Algorithms</h3>
+ <ul>
+ <li>Lasso</li>
+ <li>kNN</li>
+ <li>Lanczos</li>
+ <li>PPCA</li>
+ </ul>
+
+ <h3 id="new-deep-learning-algorithms">New Deep Learning Algorithms</h3>
+ <ul>
+ <li>CNN (Lenet)</li>
+ <li>RBM</li>
+ </ul>
+
+ <h3 id="various-fixes">Various Fixes</h3>
+ <ul>
+ <li>Several bug fixes for diverse issues</li>
+ </ul>
+
+ </div></div></section>
+
+</div>
+
+
+ <!--
+
+-->
+<footer class="site-footer">
+ <div class="ml-container">
+ <div class="footer-col-wrapper">
+
+ Apache SystemML<sup id="trademark">™</sup> is an effort undergoing
<a href="https://incubator.apache.org/index.html";>Incubation</a> at The Apache
Software Foundation (ASF), sponsored by the Incubator. Incubation is required
of all newly accepted projects until a further review indicates that the
infrastructure, communications, and decision making process have stabilized in
a manner consistent with other successful ASF projects. While incubation status
is not necessarily a reflection of the completeness or stability of the code,
it does indicate that the project has yet to be fully endorsed by the ASF.
+
+ <div style="text-align:center;">
+
+ <div style="margin-top: 20px; margin-bottom: 20px;">
+ <a href="http://incubator.apache.org";><img width="350px;"
src="/assets/img/apache-incubator-logo.png" alt="Apache Incubator"/></a>
+ </div>
+
+ <div>
+ Copyright © 2015-2017 <a href="http://www.apache.org";>The Apache
Software Foundation</a>.
+ Licensed under the <a
href="http://www.apache.org/licenses/LICENSE-2.0";>Apache License, Version
2.0</a>.
+ <br>
+
+ Apache, the Apache Feather logo, and the Apache Incubator project
logo are trademarks of The Apache Software Foundation.
+
+ </div>
+ </div>
+ </div>
+ </div>
+ <script>
+ (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
+ (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new
Date();a=s.createElement(o),
+
m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
+ })(window,document,'script','//www.google-analytics.com/analytics.js','ga');
+
+ ga('create', 'UA-71553733-1', 'auto');
+ ga('send', 'pageview');
+</script>
+
+</footer>
+ <!-- GLOBAL FOOTER-->
+ <script src="assets/js/bundle.min.js"></script>
+ </body>
+</html>
+
Added:
incubator/systemml/site/release-notes/systemml-release-notes-0.12.0-incubating.html
URL:
http://svn.apache.org/viewvc/incubator/systemml/site/release-notes/systemml-release-notes-0.12.0-incubating.html?rev=1794907&view=auto
==============================================================================
---
incubator/systemml/site/release-notes/systemml-release-notes-0.12.0-incubating.html
(added)
+++
incubator/systemml/site/release-notes/systemml-release-notes-0.12.0-incubating.html
Fri May 12 00:25:47 2017
@@ -0,0 +1,222 @@
+<!--
+
+-->
+<!--
+
+-->
+<!DOCTYPE html>
+<html lang="en">
+ <!--
+
+-->
+<head>
+ <meta charset="utf-8">
+ <meta http-equiv="X-UA-Compatible" content="IE=edge">
+
+ <title>SystemML 0.12.0-incubating Release Notes</title>
+
+ <meta name="description" content="Project Release Notes">
+
+ <meta name="author" content="Apache SystemML">
+
+ <!-- Enable responsive viewport -->
+ <meta name="HandheldFriendly" content="True">
+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+ <!-- You can use Open Graph tags to customize link previews.
+ Learn more: https://developers.facebook.com/docs/sharing/webmasters -->
+ <meta property="og:url" content="https://systemml.apache.org/"; />
+ <meta property="og:type" content="website" />
+ <meta property="og:title" content="SystemML 0.12.0-incubating
Release Notes" />
+ <meta property="og:description" content="Apache SystemML provides an
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+
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+ <!-- favicons -->
+ <link rel="shortcut icon" href="/assets/img/favicon.png">
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+ <body class="vcard">
+ <!--
+
+-->
+<header class="site-header site-header--not-home">
+ <h1 class="logo"><a class="url" href="/"><i class="logo-mark"></i><span
class="fn org">Apache SystemML<sup id="trademark">™</sup>
(incubating)</span></a></h1>
+ <nav class="main-nav">
+ <ul>
+
+ <li role="presentation">
+
+
+ <a href="/download" target="_self">Download</a>
+
+ </li>
+
+ <li role="presentation">
+
+
+ <a href="/get-started" target="_self">Get Started</a>
+
+ </li>
+
+ <li role="presentation">
+
+
+ <a href="/documentation" target="_self">Documentation</a>
+
+ </li>
+
+ <li role="presentation">
+
+ <a class="nav-link--hover">Community <i class="icon
icon-chevron-down"></i></a>
+ <ul>
+
+
+ <li><a href="/community" target="_self">Get Involved</a></li>
+
+
+ <li><a href="https://issues.apache.org/jira/browse/SYSTEMML";
target="_blank">Issue Tracker</a></li>
+
+
+ <li><a href="https://github.com/apache/incubator-systemml";
target="_blank">Source Code</a></li>
+
+
+ <li><a href="https://github.com/apache/incubator-systemml-website";
target="_blank">Website Source Code</a></li>
+
+
+ <li><a href="/roadmap" target="_self">Roadmap</a></li>
+
+ </ul>
+
+ </li>
+
+ <li role="presentation">
+
+ <a class="nav-link--hover">Apache <i class="icon
icon-chevron-down"></i></a>
+ <ul>
+
+
+ <li><a href="http://www.apache.org/foundation/how-it-works.html";
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+
+
+ <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache
License</a></li>
+
+
+ <li><a href="http://www.apache.org/foundation/sponsorship";
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+
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+ <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
+
+
+ <li><a href="/security" target="_self">Security</a></li>
+
+ </ul>
+
+ </li>
+
+ </ul>
+ </nav>
+</header>
+ <!-- GLOBAL HEADER -->
+ <!--
+
+-->
+<!--
+
+-->
+<div>
+ <!--
+
+-->
+
+<section class="full-stripe full-stripe--subpage-header clear-header">
+ <div class="ml-container ml-container--horizontally-center">
+ <div class="col col-12 content-group content-group--center-content
content-group--center-align">
+ <h1>Apache SystemML<sup id="trademark">™</sup> 0.12.0-incubating
Release Notes</h1>
+ </div>
+ </div>
+</section>
+
+<section class="full-stripe full-stripe--alternate">
+ <div class="ml-container">
+ <div class="col col-12 content-group content-group--medium-bottom-margin">
+
+ <p>The <strong>Apache SystemML 0.12.0-incubating release</strong> was
approved on February 7, 2017. It is the fourth release of Apache SystemML since
it
+became an incubator project on November 2nd, 2015. Updates have been made to
the project in several areas, as detailed below.</p>
+
+ <h3 id="new-features">New Features</h3>
+ <ul>
+ <li>Support pip install of new python package</li>
+ <li>Allow NumPy arrays, Pandas DataFrame and SciPy matrices as input
to MLContext</li>
+ <li>Improve SystemML Python DSL for NumPy</li>
+ <li>Updated build for Spark 1.6.0</li>
+ <li>DML utility script to shuffle input dataset</li>
+ </ul>
+
+ <h3 id="experimental-features--algorithms">Experimental Features /
Algorithms</h3>
+ <ul>
+ <li>GPU Enhancements</li>
+ </ul>
+
+ <h3 id="various-fixes">Various Fixes</h3>
+ <ul>
+ <li>Several bug fixes for diverse issues</li>
+ </ul>
+
+ </div></div></section>
+
+</div>
+
+
+ <!--
+
+-->
+<footer class="site-footer">
+ <div class="ml-container">
+ <div class="footer-col-wrapper">
+
+ Apache SystemML<sup id="trademark">™</sup> is an effort undergoing
<a href="https://incubator.apache.org/index.html";>Incubation</a> at The Apache
Software Foundation (ASF), sponsored by the Incubator. Incubation is required
of all newly accepted projects until a further review indicates that the
infrastructure, communications, and decision making process have stabilized in
a manner consistent with other successful ASF projects. While incubation status
is not necessarily a reflection of the completeness or stability of the code,
it does indicate that the project has yet to be fully endorsed by the ASF.
+
+ <div style="text-align:center;">
+
+ <div style="margin-top: 20px; margin-bottom: 20px;">
+ <a href="http://incubator.apache.org";><img width="350px;"
src="/assets/img/apache-incubator-logo.png" alt="Apache Incubator"/></a>
+ </div>
+
+ <div>
+ Copyright © 2015-2017 <a href="http://www.apache.org";>The Apache
Software Foundation</a>.
+ Licensed under the <a
href="http://www.apache.org/licenses/LICENSE-2.0";>Apache License, Version
2.0</a>.
+ <br>
+
+ Apache, the Apache Feather logo, and the Apache Incubator project
logo are trademarks of The Apache Software Foundation.
+
+ </div>
+ </div>
+ </div>
+ </div>
+ <script>
+ (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
+ (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new
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+ ga('create', 'UA-71553733-1', 'auto');
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+</script>
+
+</footer>
+ <!-- GLOBAL FOOTER-->
+ <script src="assets/js/bundle.min.js"></script>
+ </body>
+</html>
+
Added:
incubator/systemml/site/release-notes/systemml-release-notes-0.13.0-incubating.html
URL:
http://svn.apache.org/viewvc/incubator/systemml/site/release-notes/systemml-release-notes-0.13.0-incubating.html?rev=1794907&view=auto
==============================================================================
---
incubator/systemml/site/release-notes/systemml-release-notes-0.13.0-incubating.html
(added)
+++
incubator/systemml/site/release-notes/systemml-release-notes-0.13.0-incubating.html
Fri May 12 00:25:47 2017
@@ -0,0 +1,222 @@
+<!--
+
+-->
+<!--
+
+-->
+<!DOCTYPE html>
+<html lang="en">
+ <!--
+
+-->
+<head>
+ <meta charset="utf-8">
+ <meta http-equiv="X-UA-Compatible" content="IE=edge">
+
+ <title>SystemML 0.13.0-incubating Release Notes</title>
+
+ <meta name="description" content="Project Release Notes">
+
+ <meta name="author" content="Apache SystemML">
+
+ <!-- Enable responsive viewport -->
+ <meta name="HandheldFriendly" content="True">
+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+ <!-- You can use Open Graph tags to customize link previews.
+ Learn more: https://developers.facebook.com/docs/sharing/webmasters -->
+ <meta property="og:url" content="https://systemml.apache.org/"; />
+ <meta property="og:type" content="website" />
+ <meta property="og:title" content="SystemML 0.13.0-incubating
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+ <meta property="og:description" content="Apache SystemML provides an
optimal workplace for Machine Learning using big data" />
+ <meta property="og:image" content="" />
+
+ <!-- Le HTML5 shim, for IE6-8 support of HTML elements -->
+ <!--[if lt IE 9]>
+ <script src="http://html5shim.googlecode.com/svn/trunk/html5.js";></script>
+ <![endif]-->
+
+ <!-- Le styles -->
+ <link rel="stylesheet" href="/assets/css/main.css">
+
+ <!-- favicons -->
+ <link rel="shortcut icon" href="/assets/img/favicon.png">
+</head>
+ <!-- META -->
+ <body class="vcard">
+ <!--
+
+-->
+<header class="site-header site-header--not-home">
+ <h1 class="logo"><a class="url" href="/"><i class="logo-mark"></i><span
class="fn org">Apache SystemML<sup id="trademark">™</sup>
(incubating)</span></a></h1>
+ <nav class="main-nav">
+ <ul>
+
+ <li role="presentation">
+
+
+ <a href="/download" target="_self">Download</a>
+
+ </li>
+
+ <li role="presentation">
+
+
+ <a href="/get-started" target="_self">Get Started</a>
+
+ </li>
+
+ <li role="presentation">
+
+
+ <a href="/documentation" target="_self">Documentation</a>
+
+ </li>
+
+ <li role="presentation">
+
+ <a class="nav-link--hover">Community <i class="icon
icon-chevron-down"></i></a>
+ <ul>
+
+
+ <li><a href="/community" target="_self">Get Involved</a></li>
+
+
+ <li><a href="https://issues.apache.org/jira/browse/SYSTEMML";
target="_blank">Issue Tracker</a></li>
+
+
+ <li><a href="https://github.com/apache/incubator-systemml";
target="_blank">Source Code</a></li>
+
+
+ <li><a href="https://github.com/apache/incubator-systemml-website";
target="_blank">Website Source Code</a></li>
+
+
+ <li><a href="/roadmap" target="_self">Roadmap</a></li>
+
+ </ul>
+
+ </li>
+
+ <li role="presentation">
+
+ <a class="nav-link--hover">Apache <i class="icon
icon-chevron-down"></i></a>
+ <ul>
+
+
+ <li><a href="http://www.apache.org/foundation/how-it-works.html";
target="_blank">Apache Software Foundation</a></li>
+
+
+ <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache
License</a></li>
+
+
+ <li><a href="http://www.apache.org/foundation/sponsorship";
target="_blank">Sponsorship</a></li>
+
+
+ <li><a href="http://www.apache.org/foundation/thanks.html";
target="_blank">Thanks</a></li>
+
+
+ <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
+
+
+ <li><a href="/security" target="_self">Security</a></li>
+
+ </ul>
+
+ </li>
+
+ </ul>
+ </nav>
+</header>
+ <!-- GLOBAL HEADER -->
+ <!--
+
+-->
+<!--
+
+-->
+<div>
+ <!--
+
+-->
+
+<section class="full-stripe full-stripe--subpage-header clear-header">
+ <div class="ml-container ml-container--horizontally-center">
+ <div class="col col-12 content-group content-group--center-content
content-group--center-align">
+ <h1>Apache SystemML<sup id="trademark">™</sup> 0.13.0-incubating
Release Notes</h1>
+ </div>
+ </div>
+</section>
+
+<section class="full-stripe full-stripe--alternate">
+ <div class="ml-container">
+ <div class="col col-12 content-group content-group--medium-bottom-margin">
+
+ <p>The <strong>Apache SystemML 0.13.0-incubating release</strong> was
approved on March 2, 2017. It is the fifth release of Apache SystemML since it
+became an incubator project on November 2nd, 2015. Updates have been made to
the project in several areas, as detailed below.</p>
+
+ <h3 id="new-features-and-capabilities">New Features and Capabilities</h3>
+ <ul>
+ <li>Updated build for Spark 2.1.0 and Hadoop 2.6.0</li>
+ <li>New simplification rewrites for stratstats</li>
+ <li>New fused operator tack+* in CP and Spark</li>
+ <li>New dmlFromResource capability in Python (equivalent to Scala)</li>
+ <li>Add input float support to MLContext</li>
+ <li>Versioned documentation</li>
+ </ul>
+
+ <h3 id="experimental-features--algorithms">Experimental Features /
Algorithms</h3>
+ <ul>
+ <li>Compressed Linear Algebra v2 (new DDC encoding format, hardened
sample-based estimators, debugging tools, new column grouping algorithm,
additional operations)</li>
+ </ul>
+
+ <h3 id="various-fixes">Various Fixes</h3>
+ <ul>
+ <li>Bug fixes for diverse issues. See <a
href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319522&version=12339247";>JIRA
release notes</a> for complete list.</li>
+ </ul>
+ </div></div></section>
+
+</div>
+
+
+ <!--
+
+-->
+<footer class="site-footer">
+ <div class="ml-container">
+ <div class="footer-col-wrapper">
+
+ Apache SystemML<sup id="trademark">™</sup> is an effort undergoing
<a href="https://incubator.apache.org/index.html";>Incubation</a> at The Apache
Software Foundation (ASF), sponsored by the Incubator. Incubation is required
of all newly accepted projects until a further review indicates that the
infrastructure, communications, and decision making process have stabilized in
a manner consistent with other successful ASF projects. While incubation status
is not necessarily a reflection of the completeness or stability of the code,
it does indicate that the project has yet to be fully endorsed by the ASF.
+
+ <div style="text-align:center;">
+
+ <div style="margin-top: 20px; margin-bottom: 20px;">
+ <a href="http://incubator.apache.org";><img width="350px;"
src="/assets/img/apache-incubator-logo.png" alt="Apache Incubator"/></a>
+ </div>
+
+ <div>
+ Copyright © 2015-2017 <a href="http://www.apache.org";>The Apache
Software Foundation</a>.
+ Licensed under the <a
href="http://www.apache.org/licenses/LICENSE-2.0";>Apache License, Version
2.0</a>.
+ <br>
+
+ Apache, the Apache Feather logo, and the Apache Incubator project
logo are trademarks of The Apache Software Foundation.
+
+ </div>
+ </div>
+ </div>
+ </div>
+ <script>
+ (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
+ (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new
Date();a=s.createElement(o),
+
m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
+ })(window,document,'script','//www.google-analytics.com/analytics.js','ga');
+
+ ga('create', 'UA-71553733-1', 'auto');
+ ga('send', 'pageview');
+</script>
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+</footer>
+ <!-- GLOBAL FOOTER-->
+ <script src="assets/js/bundle.min.js"></script>
+ </body>
+</html>
+
Added:
incubator/systemml/site/release-notes/systemml-release-notes-0.14.0-incubating.html
URL:
http://svn.apache.org/viewvc/incubator/systemml/site/release-notes/systemml-release-notes-0.14.0-incubating.html?rev=1794907&view=auto
==============================================================================
---
incubator/systemml/site/release-notes/systemml-release-notes-0.14.0-incubating.html
(added)
+++
incubator/systemml/site/release-notes/systemml-release-notes-0.14.0-incubating.html
Fri May 12 00:25:47 2017
@@ -0,0 +1,226 @@
+<!--
+
+-->
+<!--
+
+-->
+<!DOCTYPE html>
+<html lang="en">
+ <!--
+
+-->
+<head>
+ <meta charset="utf-8">
+ <meta http-equiv="X-UA-Compatible" content="IE=edge">
+
+ <title>SystemML 0.14.0-incubating Release Notes</title>
+
+ <meta name="description" content="Project Release Notes">
+
+ <meta name="author" content="Apache SystemML">
+
+ <!-- Enable responsive viewport -->
+ <meta name="HandheldFriendly" content="True">
+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+ <!-- You can use Open Graph tags to customize link previews.
+ Learn more: https://developers.facebook.com/docs/sharing/webmasters -->
+ <meta property="og:url" content="https://systemml.apache.org/"; />
+ <meta property="og:type" content="website" />
+ <meta property="og:title" content="SystemML 0.14.0-incubating
Release Notes" />
+ <meta property="og:description" content="Apache SystemML provides an
optimal workplace for Machine Learning using big data" />
+ <meta property="og:image" content="" />
+
+ <!-- Le HTML5 shim, for IE6-8 support of HTML elements -->
+ <!--[if lt IE 9]>
+ <script src="http://html5shim.googlecode.com/svn/trunk/html5.js";></script>
+ <![endif]-->
+
+ <!-- Le styles -->
+ <link rel="stylesheet" href="/assets/css/main.css">
+
+ <!-- favicons -->
+ <link rel="shortcut icon" href="/assets/img/favicon.png">
+</head>
+ <!-- META -->
+ <body class="vcard">
+ <!--
+
+-->
+<header class="site-header site-header--not-home">
+ <h1 class="logo"><a class="url" href="/"><i class="logo-mark"></i><span
class="fn org">Apache SystemML<sup id="trademark">™</sup>
(incubating)</span></a></h1>
+ <nav class="main-nav">
+ <ul>
+
+ <li role="presentation">
+
+
+ <a href="/download" target="_self">Download</a>
+
+ </li>
+
+ <li role="presentation">
+
+
+ <a href="/get-started" target="_self">Get Started</a>
+
+ </li>
+
+ <li role="presentation">
+
+
+ <a href="/documentation" target="_self">Documentation</a>
+
+ </li>
+
+ <li role="presentation">
+
+ <a class="nav-link--hover">Community <i class="icon
icon-chevron-down"></i></a>
+ <ul>
+
+
+ <li><a href="/community" target="_self">Get Involved</a></li>
+
+
+ <li><a href="https://issues.apache.org/jira/browse/SYSTEMML";
target="_blank">Issue Tracker</a></li>
+
+
+ <li><a href="https://github.com/apache/incubator-systemml";
target="_blank">Source Code</a></li>
+
+
+ <li><a href="https://github.com/apache/incubator-systemml-website";
target="_blank">Website Source Code</a></li>
+
+
+ <li><a href="/roadmap" target="_self">Roadmap</a></li>
+
+ </ul>
+
+ </li>
+
+ <li role="presentation">
+
+ <a class="nav-link--hover">Apache <i class="icon
icon-chevron-down"></i></a>
+ <ul>
+
+
+ <li><a href="http://www.apache.org/foundation/how-it-works.html";
target="_blank">Apache Software Foundation</a></li>
+
+
+ <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache
License</a></li>
+
+
+ <li><a href="http://www.apache.org/foundation/sponsorship";
target="_blank">Sponsorship</a></li>
+
+
+ <li><a href="http://www.apache.org/foundation/thanks.html";
target="_blank">Thanks</a></li>
+
+
+ <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
+
+
+ <li><a href="/security" target="_self">Security</a></li>
+
+ </ul>
+
+ </li>
+
+ </ul>
+ </nav>
+</header>
+ <!-- GLOBAL HEADER -->
+ <!--
+
+-->
+<!--
+
+-->
+<div>
+ <!--
+
+-->
+
+<section class="full-stripe full-stripe--subpage-header clear-header">
+ <div class="ml-container ml-container--horizontally-center">
+ <div class="col col-12 content-group content-group--center-content
content-group--center-align">
+ <h1>Apache SystemML<sup id="trademark">™</sup> 0.14.0-incubating
Release Notes</h1>
+ </div>
+ </div>
+</section>
+
+<section class="full-stripe full-stripe--alternate">
+ <div class="ml-container">
+ <div class="col col-12 content-group content-group--medium-bottom-margin">
+
+ <p>The <strong>Apache SystemML 0.14.0-incubating release</strong> was
approved on May 8, 2017. It is the sixth release of Apache SystemML since it
+became an incubator project on November 2nd, 2015. Updates have been made to
the project in several areas, as detailed below.</p>
+
+ <h3 id="new-features-and-capabilities">New Features and Capabilities</h3>
+ <ul>
+ <li>Runtime feature extensions (new libsvm-binary data converters,
parfor spark buffer pool handling, parfor block partitioning of fixed size
batches of rows or columns, native dataset support in parfor spark
datapartition-execute)</li>
+ <li>Compiler feature extensions (improved parfor execution type
selection, improved literal replacement for nrow/ncol, simplified instruction
generation across back-ends, consolidated static/dynamic rewrite utilities)</li>
+ </ul>
+
+ <h3 id="experimental-features">Experimental Features</h3>
+ <ul>
+ <li>New Code Generation capabilities for automatic operator fusion
(basic code generator, compiler integration, runtime integration, in-memory
source code compilation, extended explain tool, support for right indexing and
replace in cellwise and row aggregate templates, support for row, column, or no
aggregation in rowwise template). Note code generation provides significant
performance gains with fewer read/write intermediates, reduced scans of inputs
and intermediates, and enhanced sparsity exploitation. To enable this feature,
set <code class="highlighter-rouge">codegen.enabled</code> property to <code
class="highlighter-rouge">true</code> in SystemML-config.xml file.</li>
+ <li>New instructions and operators for GPU support (relu_maxpooling,
conv2d_bias_add, bias_multiply)</li>
+ </ul>
+
+ <h3 id="removals">Removals</h3>
+ <ul>
+ <li>Removed support for Java 6 and Java 7</li>
+ <li>Removed parfor perftesttool and cost estimator</li>
+ </ul>
+
+ <h3 id="various-fixes">Various Fixes</h3>
+ <ul>
+ <li>Bug fixes for diverse issues. See <a
href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319522&version=12340322";>JIRA
release notes</a> for complete list.</li>
+ </ul>
+
+ </div></div></section>
+
+</div>
+
+
+ <!--
+
+-->
+<footer class="site-footer">
+ <div class="ml-container">
+ <div class="footer-col-wrapper">
+
+ Apache SystemML<sup id="trademark">™</sup> is an effort undergoing
<a href="https://incubator.apache.org/index.html";>Incubation</a> at The Apache
Software Foundation (ASF), sponsored by the Incubator. Incubation is required
of all newly accepted projects until a further review indicates that the
infrastructure, communications, and decision making process have stabilized in
a manner consistent with other successful ASF projects. While incubation status
is not necessarily a reflection of the completeness or stability of the code,
it does indicate that the project has yet to be fully endorsed by the ASF.
+
+ <div style="text-align:center;">
+
+ <div style="margin-top: 20px; margin-bottom: 20px;">
+ <a href="http://incubator.apache.org";><img width="350px;"
src="/assets/img/apache-incubator-logo.png" alt="Apache Incubator"/></a>
+ </div>
+
+ <div>
+ Copyright © 2015-2017 <a href="http://www.apache.org";>The Apache
Software Foundation</a>.
+ Licensed under the <a
href="http://www.apache.org/licenses/LICENSE-2.0";>Apache License, Version
2.0</a>.
+ <br>
+
+ Apache, the Apache Feather logo, and the Apache Incubator project
logo are trademarks of The Apache Software Foundation.
+
+ </div>
+ </div>
+ </div>
+ </div>
+ <script>
+ (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
+ (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new
Date();a=s.createElement(o),
+
m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
+ })(window,document,'script','//www.google-analytics.com/analytics.js','ga');
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+ ga('create', 'UA-71553733-1', 'auto');
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+</footer>
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+ </body>
+</html>
+
Added:
incubator/systemml/site/release-notes/systemml-release-notes-0.9.0-incubating.html
URL:
http://svn.apache.org/viewvc/incubator/systemml/site/release-notes/systemml-release-notes-0.9.0-incubating.html?rev=1794907&view=auto
==============================================================================
---
incubator/systemml/site/release-notes/systemml-release-notes-0.9.0-incubating.html
(added)
+++
incubator/systemml/site/release-notes/systemml-release-notes-0.9.0-incubating.html
Fri May 12 00:25:47 2017
@@ -0,0 +1,258 @@
+<!--
+
+-->
+<!--
+
+-->
+<!DOCTYPE html>
+<html lang="en">
+ <!--
+
+-->
+<head>
+ <meta charset="utf-8">
+ <meta http-equiv="X-UA-Compatible" content="IE=edge">
+
+ <title>SystemML 0.9.0-incubating Release Notes</title>
+
+ <meta name="description" content="Project Release Notes">
+
+ <meta name="author" content="Apache SystemML">
+
+ <!-- Enable responsive viewport -->
+ <meta name="HandheldFriendly" content="True">
+ <meta name="viewport" content="width=device-width, initial-scale=1.0">
+
+ <!-- You can use Open Graph tags to customize link previews.
+ Learn more: https://developers.facebook.com/docs/sharing/webmasters -->
+ <meta property="og:url" content="https://systemml.apache.org/"; />
+ <meta property="og:type" content="website" />
+ <meta property="og:title" content="SystemML 0.9.0-incubating Release
Notes" />
+ <meta property="og:description" content="Apache SystemML provides an
optimal workplace for Machine Learning using big data" />
+ <meta property="og:image" content="" />
+
+ <!-- Le HTML5 shim, for IE6-8 support of HTML elements -->
+ <!--[if lt IE 9]>
+ <script src="http://html5shim.googlecode.com/svn/trunk/html5.js";></script>
+ <![endif]-->
+
+ <!-- Le styles -->
+ <link rel="stylesheet" href="/assets/css/main.css">
+
+ <!-- favicons -->
+ <link rel="shortcut icon" href="/assets/img/favicon.png">
+</head>
+ <!-- META -->
+ <body class="vcard">
+ <!--
+
+-->
+<header class="site-header site-header--not-home">
+ <h1 class="logo"><a class="url" href="/"><i class="logo-mark"></i><span
class="fn org">Apache SystemML<sup id="trademark">™</sup>
(incubating)</span></a></h1>
+ <nav class="main-nav">
+ <ul>
+
+ <li role="presentation">
+
+
+ <a href="/download" target="_self">Download</a>
+
+ </li>
+
+ <li role="presentation">
+
+
+ <a href="/get-started" target="_self">Get Started</a>
+
+ </li>
+
+ <li role="presentation">
+
+
+ <a href="/documentation" target="_self">Documentation</a>
+
+ </li>
+
+ <li role="presentation">
+
+ <a class="nav-link--hover">Community <i class="icon
icon-chevron-down"></i></a>
+ <ul>
+
+
+ <li><a href="/community" target="_self">Get Involved</a></li>
+
+
+ <li><a href="https://issues.apache.org/jira/browse/SYSTEMML";
target="_blank">Issue Tracker</a></li>
+
+
+ <li><a href="https://github.com/apache/incubator-systemml";
target="_blank">Source Code</a></li>
+
+
+ <li><a href="https://github.com/apache/incubator-systemml-website";
target="_blank">Website Source Code</a></li>
+
+
+ <li><a href="/roadmap" target="_self">Roadmap</a></li>
+
+ </ul>
+
+ </li>
+
+ <li role="presentation">
+
+ <a class="nav-link--hover">Apache <i class="icon
icon-chevron-down"></i></a>
+ <ul>
+
+
+ <li><a href="http://www.apache.org/foundation/how-it-works.html";
target="_blank">Apache Software Foundation</a></li>
+
+
+ <li><a href="http://www.apache.org/licenses/"; target="_blank">Apache
License</a></li>
+
+
+ <li><a href="http://www.apache.org/foundation/sponsorship";
target="_blank">Sponsorship</a></li>
+
+
+ <li><a href="http://www.apache.org/foundation/thanks.html";
target="_blank">Thanks</a></li>
+
+
+ <li><a href="/privacy-policy" target="_self">Privacy Policy</a></li>
+
+
+ <li><a href="/security" target="_self">Security</a></li>
+
+ </ul>
+
+ </li>
+
+ </ul>
+ </nav>
+</header>
+ <!-- GLOBAL HEADER -->
+ <!--
+
+-->
+<!--
+
+-->
+<div>
+ <!--
+
+-->
+
+<section class="full-stripe full-stripe--subpage-header clear-header">
+ <div class="ml-container ml-container--horizontally-center">
+ <div class="col col-12 content-group content-group--center-content
content-group--center-align">
+ <h1>Apache SystemML<sup id="trademark">™</sup> 0.9.0-incubating
Release Notes</h1>
+ </div>
+ </div>
+</section>
+
+<section class="full-stripe full-stripe--alternate">
+ <div class="ml-container">
+ <div class="col col-12 content-group content-group--medium-bottom-margin">
+
+ <p>Apache SystemML 0.9.0-incubating is the first release of SystemML
since it joined Apache as an incubator project on November 2nd, 2015.</p>
+
+ <p>Extensive updates have been made to the project in several areas.
These include APIs, data ingestion, optimizations, language and runtime
operators, new algorithms, testing, and online documentation.</p>
+
+ <h3 id="apis">APIs</h3>
+ <ul>
+ <li>Improvements to MLContext and to MLPipeline wrappers</li>
+ </ul>
+
+ <h3 id="data-ingestion">Data Ingestion</h3>
+ <ul>
+ <li>Data conversion utilities (from RDDs and DataFrames)</li>
+ <li>Data transformations on raw data sets</li>
+ </ul>
+
+ <h3 id="optimizations">Optimizations</h3>
+ <ul>
+ <li>Extensions to compilation chain, including IPA</li>
+ <li>Improvements to parfor</li>
+ <li>Improved execution of concurrent Spark jobs</li>
+ <li>New rewrites, including eager RDD caching and repartitioning</li>
+ <li>Improvements to buffer pool caching</li>
+ <li>Partitioning-preserving operations</li>
+ <li>On-demand creation of SparkContext</li>
+ <li>Efficient use of RDD checkpointing</li>
+ </ul>
+
+ <h3 id="language-and-runtime-operators">Language and Runtime
Operators</h3>
+ <ul>
+ <li>New matrix multiplication operators (e.g., ZipMM)</li>
+ <li>New multi-threaded readers and operators</li>
+ <li>Extended aggregation-outer operations for different relational
operators</li>
+ <li>Sample capability</li>
+ </ul>
+
+ <h3 id="new-algorithms">New Algorithms</h3>
+ <ul>
+ <li>Alternating Least Squares (Conjugate Gradient)</li>
+ <li>Cubic Splines (Conjugate Gradient and Direct Solve)</li>
+ </ul>
+
+ <h3 id="testing">Testing</h3>
+ <ul>
+ <li>PyDML algorithm tests</li>
+ <li>Test suite refactoring</li>
+ <li>Improvements to performance tests</li>
+ </ul>
+
+ <h3 id="online-documentation">Online Documentation</h3>
+ <ul>
+ <li>GitHub README</li>
+ <li>Quick Start Guide</li>
+ <li>DML and PyDML Programming Guide</li>
+ <li>MLContext Programming Guide</li>
+ <li>Algorithms Reference</li>
+ <li>DML Language Reference</li>
+ <li>Debugger Guide</li>
+ </ul>
+ </div></div></section>
+
+</div>
+
+
+ <!--
+
+-->
+<footer class="site-footer">
+ <div class="ml-container">
+ <div class="footer-col-wrapper">
+
+ Apache SystemML<sup id="trademark">™</sup> is an effort undergoing
<a href="https://incubator.apache.org/index.html";>Incubation</a> at The Apache
Software Foundation (ASF), sponsored by the Incubator. Incubation is required
of all newly accepted projects until a further review indicates that the
infrastructure, communications, and decision making process have stabilized in
a manner consistent with other successful ASF projects. While incubation status
is not necessarily a reflection of the completeness or stability of the code,
it does indicate that the project has yet to be fully endorsed by the ASF.
+
+ <div style="text-align:center;">
+
+ <div style="margin-top: 20px; margin-bottom: 20px;">
+ <a href="http://incubator.apache.org";><img width="350px;"
src="/assets/img/apache-incubator-logo.png" alt="Apache Incubator"/></a>
+ </div>
+
+ <div>
+ Copyright © 2015-2017 <a href="http://www.apache.org";>The Apache
Software Foundation</a>.
+ Licensed under the <a
href="http://www.apache.org/licenses/LICENSE-2.0";>Apache License, Version
2.0</a>.
+ <br>
+
+ Apache, the Apache Feather logo, and the Apache Incubator project
logo are trademarks of The Apache Software Foundation.
+
+ </div>
+ </div>
+ </div>
+ </div>
+ <script>
+ (function(i,s,o,g,r,a,m){i['GoogleAnalyticsObject']=r;i[r]=i[r]||function(){
+ (i[r].q=i[r].q||[]).push(arguments)},i[r].l=1*new
Date();a=s.createElement(o),
+
m=s.getElementsByTagName(o)[0];a.async=1;a.src=g;m.parentNode.insertBefore(a,m)
+ })(window,document,'script','//www.google-analytics.com/analytics.js','ga');
+
+ ga('create', 'UA-71553733-1', 'auto');
+ ga('send', 'pageview');
+</script>
+
+</footer>
+ <!-- GLOBAL FOOTER-->
+ <script src="assets/js/bundle.min.js"></script>
+ </body>
+</html>
+
Modified: incubator/systemml/site/roadmap.html
URL:
http://svn.apache.org/viewvc/incubator/systemml/site/roadmap.html?rev=1794907&r1=1794906&r2=1794907&view=diff
==============================================================================
--- incubator/systemml/site/roadmap.html (original)
+++ incubator/systemml/site/roadmap.html Fri May 12 00:25:47 2017
@@ -181,7 +181,7 @@
<h2>Current Release</h2>
<ul>
<li>
- <strong>SystemML 0.14.0-incubating (<a
href="https://github.com/apache/incubator-systemml-website/blob/master/0.14.0-incubating/release_notes.md";>released</a>
in May, 2017)
+ <strong>SystemML 0.14.0-incubating (<a
href="release-notes/systemml-release-notes-0.14.0-incubating.html">released</a>
in May, 2017)
<a
href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319522&version=12340322";>details</a></strong>
<ul>
<li>Runtime feature extensions (new libsvm-binary data converters,
parfor spark buffer pool handling, parfor block partitioning of fixed size
batches of rows or columns, native dataset support in parfor spark
datapartition-execute)</li>
@@ -211,7 +211,7 @@
<ul>
<li>
- <strong>SystemML 0.13.0-incubating (<a
href="https://github.com/apache/incubator-systemml-website/blob/master/0.13.0-incubating/release_notes.md";>released</a>
in March, 2017)
+ <strong>SystemML 0.13.0-incubating (<a
href="release-notes/systemml-release-notes-0.13.0-incubating.html">released</a>
in March, 2017)
<a
href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319522&version=12339247";>details</a></strong>
<ul>
<li>Updated build for Spark 2.1.0</li>
@@ -251,7 +251,7 @@
<ul>
<li>
- <strong>SystemML 0.12.0-incubating (<a
href="https://github.com/apache/incubator-systemml-website/blob/master/0.12.0-incubating/release_notes.md";>released</a>
in February, 2017)
+ <strong>SystemML 0.12.0-incubating (<a
href="release-notes/systemml-release-notes-0.12.0-incubating.html">released</a>
in February, 2017)
<a
href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319522&version=12339246";>details</a></strong>
<ul>
<li>Support pip install of new python package</li>
@@ -271,7 +271,7 @@
<ul>
<li>
- <strong>SystemML 0.11.0-incubating (<a
href="https://github.com/apache/incubator-systemml-website/blob/master/0.11.0-incubating/release_notes.md";>released</a>
in November, 2016)
+ <strong>SystemML 0.11.0-incubating (<a
href="release-notes/systemml-release-notes-0.11.0-incubating.html">released</a>
in November, 2016)
<a
href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319522&version=12335820";>details</a></strong>
<ul>
<li>SystemML frames</li>
@@ -309,7 +309,7 @@
<ul>
<li>
- <strong>SystemML 0.10.0-incubating (<a
href="https://github.com/apache/incubator-systemml-website/blob/master/0.10.0-incubating/release_notes.md";>released</a>
in June, 2016)
+ <strong>SystemML 0.10.0-incubating (<a
href="release-notes/systemml-release-notes-0.10.0-incubating.html">released</a>
in June, 2016)
<a
href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319522&version=12334651";>details</a></strong>
<ul>
<li>Different types of Spark Matrix Blocks: MCSR, CSR, COO</li>
@@ -336,7 +336,7 @@
<ul>
<li>
- <strong>SystemML 0.9.0-incubating (<a
href="https://github.com/apache/incubator-systemml-website/blob/master/0.9.0-incubating/release_notes.md";>released</a>
in January, 2016)
+ <strong>SystemML 0.9.0-incubating (<a
href="release-notes/systemml-release-notes-0.9.0-incubating.html">released</a>
in January, 2016)
<a
href="https://issues.apache.org/jira/secure/ReleaseNote.jspa?projectId=12319522&version=12334650";>details</a></strong>
<ul>
<li>Improvements to MLContext and MLPipeline wrappers</li>
