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    <id>https://singa.apache.org/blog</id>
    <title>Apache SINGA Blog</title>
    <updated>1970-01-01T00:00:00.000Z</updated>
    <generator>https://github.com/jpmonette/feed</generator>
    <link rel="alternate" href="https://singa.apache.org/blog"/>
    <subtitle>The best place to stay up-to-date with the latest Apache SINGA news and events.</subtitle>
    <logo>https://singa.apache.org/img/singa.png</logo>
    <rights>Copyright © 2025
   The Apache Software Foundation. All rights reserved.
   Apache SINGA, Apache, the Apache feather logo, and
   the Apache SINGA project logos are trademarks of The
   Apache Software Foundation. All other marks mentioned
   may be trademarks or registered trademarks of their
   respective owners.</rights>
    <entry>
        <title type="html"><![CDATA[APACHE SINGA -- 2024 SIGMOD Systems Award]]></title>
        <id>https://singa.apache.org/blog/2024/6/22/sigmod-systems-award.html</id>
        <link href="https://singa.apache.org/blog/2024/6/22/sigmod-systems-award.html"/>
        <updated>1970-01-01T00:00:00.000Z</updated>
        <summary type="html"><![CDATA[<p>Apache SINGA received the 2024 SIGMOD Systems Award, which is awarded to an individual or set of individuals to recognize the development of a software or hardware system whose technical contributions have had significant impact on the theory or prac...</p>]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
    <entry>
        <title type="html"><![CDATA[Release Version 4.2.0]]></title>
        <id>https://singa.apache.org/blog/2024/3/15/v4-2-0.html</id>
        <link href="https://singa.apache.org/blog/2024/3/15/v4-2-0.html"/>
        <updated>1970-01-01T00:00:00.000Z</updated>
        <summary type="html"><![CDATA[ <p>Apache SINGA V4.2.0 is released on March 15, 2024. There are six major features added in this release.</p> <ul> <li><p>Add support for deep learning models running on top of PolarDB, including efficient model selection, dynamic model creation, flexible training co...</p></li></ul>]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
    <entry>
        <title type="html"><![CDATA[SINGA Launches Model Zoo to Support Healthcare Applications]]></title>
        <id>https://singa.apache.org/blog/2024/12/3/healthcare-model-zoo.html</id>
        <link href="https://singa.apache.org/blog/2024/12/3/healthcare-model-zoo.html"/>
        <updated>1970-01-01T00:00:00.000Z</updated>
        <summary type="html"><![CDATA[ <p>The SINGA team is excited to announce the launch of the Healthcare Model Zoo, a repository of different deep-learning models designed to advance the landscape of healthcare applications. This embodies SINGA's commitment to harnessing artificial inte...</p>]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
    <entry>
        <title type="html"><![CDATA[APACHE SINGA -- 2024 SIGMOD Systems Award]]></title>
        <id>https://singa.apache.org/blog/2024/06/22/sigmod-systems-award.html</id>
        <link href="https://singa.apache.org/blog/2024/06/22/sigmod-systems-award.html"/>
        <updated>2024-06-22T06:00:00.000Z</updated>
        <summary type="html"><![CDATA[<p>Apache SINGA received the 2024 SIGMOD Systems Award, which is awarded to an individual or set of individuals to recognize the development of a software or hardware system whose technical contributions have had significant impact on the theory or prac...</p>]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
    <entry>
        <title type="html"><![CDATA[Release Version 4.2.0]]></title>
        <id>https://singa.apache.org/blog/2024/03/15/v4-2-0.html</id>
        <link href="https://singa.apache.org/blog/2024/03/15/v4-2-0.html"/>
        <updated>2024-03-15T06:00:00.000Z</updated>
        <summary type="html"><![CDATA[ <p>Apache SINGA V4.2.0 is released on March 15, 2024. There are six major features added in this release.</p> <ul> <li><p>Add support for deep learning models running on top of PolarDB, including efficient model selection, dynamic model creation, flexible training co...</p></li></ul>]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
    <entry>
        <title type="html"><![CDATA[Release Version 4.1.0]]></title>
        <id>https://singa.apache.org/blog/2023/11/5/v4-1-0.html</id>
        <link href="https://singa.apache.org/blog/2023/11/5/v4-1-0.html"/>
        <updated>1970-01-01T00:00:00.000Z</updated>
        <summary type="html"><![CDATA[ <p>Apache SINGA V4.1.0 is released on November 5, 2023. There are six major features added in this release.</p> <ul> <li><p>Add an example for malaria detection using cell images and structured data learning.</p></li> <li><p>Add support for in-database model definition, selection, a...</p></li></ul>]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
    <entry>
        <title type="html"><![CDATA[Release Version 4.0.0]]></title>
        <id>https://singa.apache.org/blog/2023/04/7/v4-0-0.html</id>
        <link href="https://singa.apache.org/blog/2023/04/7/v4-0-0.html"/>
        <updated>1970-01-01T00:00:00.000Z</updated>
        <summary type="html"><![CDATA[ <p>Apache SINGA v4.0.0 is released on April 7, 2023. There are seven major features added in this release.</p> <ul> <li><p>Enhance distributed training by adding GPU configuration support, increasing max epochs, printing mini-batch information, and allowing switching...</p></li></ul>]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
    <entry>
        <title type="html"><![CDATA[Release Version 3.3.0]]></title>
        <id>https://singa.apache.org/blog/2022/6/7/v3-3-0.html</id>
        <link href="https://singa.apache.org/blog/2022/6/7/v3-3-0.html"/>
        <updated>1970-01-01T00:00:00.000Z</updated>
        <summary type="html"><![CDATA[ <p>Apache SINGA V3.3.0 is released on June 7, 2022. There are seven major features added in this release.</p> <ul> <li><p>New examples are added, including a CNN example for the BloodMnist dataset and an example for medical image analysis.</p></li> <li><p>Distributed training is enh...</p></li></ul>]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
    <entry>
        <title type="html"><![CDATA[Release Version 3.2.0]]></title>
        <id>https://singa.apache.org/blog/2021/8/15/v3-2-0.html</id>
        <link href="https://singa.apache.org/blog/2021/8/15/v3-2-0.html"/>
        <updated>1970-01-01T00:00:00.000Z</updated>
        <summary type="html"><![CDATA[ <p>Apache SINGA V3.2.0 is released on August 15, 2021. There are eight major features added in this release.</p> <ul> <li><p>Add one CIFAR-10 distributed CNN example for benchmarking performance and one large CNN example for training with a dataset from the filesyste...</p></li></ul>]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
    <entry>
        <title type="html"><![CDATA[Release Version 3.1.0]]></title>
        <id>https://singa.apache.org/blog/2020/10/30/v3-1-0.html</id>
        <link href="https://singa.apache.org/blog/2020/10/30/v3-1-0.html"/>
        <updated>2020-10-30T06:00:00.000Z</updated>
        <summary type="html"><![CDATA[ <p>Apache SINGA V3.1.0 is released on October 30, 2020. There are six major features added in this release.</p> <ul> <li><p>Update the Tensor core to support tensor transformations (reshape, transpose) for tensors up to 6 dimensions and implement traverse-unary-trans...</p></li></ul>]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
    <entry>
        <title type="html"><![CDATA[Release Version 3.0.0]]></title>
        <id>https://singa.apache.org/blog/2020/04/19/v3-0-0.html</id>
        <link href="https://singa.apache.org/blog/2020/04/19/v3-0-0.html"/>
        <updated>2020-04-19T06:00:00.000Z</updated>
        <summary type="html"><![CDATA[ <p>Apache SINGA V3.0.0 is released on April 18, 2020. This is the first official release since SINGA became the first Top-Level Apache project. There are three major features added in this release.</p> <ul> <li><p>A new Python class <a href="/docs/graph">Module</a> is introduced. New models (...</p></li></ul>]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
    <entry>
        <title type="html"><![CDATA[Apache SINGA as a Top-Level Project]]></title>
        <id>https://singa.apache.org/blog/2019/10/16/graduate-tlp.html</id>
        <link href="https://singa.apache.org/blog/2019/10/16/graduate-tlp.html"/>
        <updated>2019-10-16T06:00:00.000Z</updated>
        <summary type="html"><![CDATA[<!--- Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements.  See the NOTICE file distributed with this work for additional information regarding copyright ownership.  The ASF licenses this file to you under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License.  You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.  See the License for the specific language governing permissions and limitations under the License.  -->
<p>The Apache Software Foundation (ASF) recently
<a href="https://blogs.apache.org/foundation/entry/the-apache-software-foundation-announces57">announced</a>
Apache SINGA as a Top-Level Project.</p>
<blockquote>
<p>The Apache Software Foundation (ASF), the all-volunteer developers, stewards,
and incubators of more than 350 Open Source projects and initiatives,
announced today Apache® SINGA™ as a Top-Level Project (TLP).</p>
<p>Apache SINGA is an Open Source distributed, scalable machine learning library.
The project was originally developed in 2014 at the National University of
Singapore, and was submitted to the Apache Incubator in March 2015.</p>
</blockquote>
]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
    <entry>
        <title type="html"><![CDATA[Foodlg Powered by SINGA]]></title>
        <id>https://singa.apache.org/blog/2019/10/03/foodlg-with-singa.html</id>
        <link href="https://singa.apache.org/blog/2019/10/03/foodlg-with-singa.html"/>
        <updated>2019-10-03T06:00:00.000Z</updated>
        <summary type="html"><![CDATA[ <p>Food(lg), the mobile app to <a href="https://ssi.nus.edu.sg/ntfgh/">help patients with prediabetes</a>, is powered by SINGA and this app can now be downloaded on the <a href="https://apps.apple.com/us/app/food-lg/id1213299378">APP Store</a> or <a href="https://play.google.com/store/apps/details?id=com.nusidmi.foodlg&amp;hl=en_SG">Google Play</a>. Watch this <a href="https://www.youtube.com/watch?v=MHp-saJiP-0">video</a> of Food(lg) for more details.</p> ]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
    <entry>
        <title type="html"><![CDATA[Singapore IMDA Presentation]]></title>
        <id>https://singa.apache.org/blog/2019/08/16/imda.html</id>
        <link href="https://singa.apache.org/blog/2019/08/16/imda.html"/>
        <updated>2019-08-16T06:00:00.000Z</updated>
        <summary type="html"><![CDATA[<!--- Licensed to the Apache Software Foundation (ASF) under one or more contributor license agreements.  See the NOTICE file distributed with this work for additional information regarding copyright ownership.  The ASF licenses this file to you under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License.  You may obtain a copy of the License at http://www.apache.org/licenses/LICENSE-2.0 Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.  See the License for the specific language governing permissions and limitations under the License.  -->
<p>A tutorial on SINGA was given at Singapore Infocomm Media Development Authority
(IMDA) on 16 August, 2019.</p>
<p>Snapshots of the tutorial:</p>
<p><img src="/blog/assets/imda2019_1.png" alt="snapshot1"> <img src="/blog/assets/imda2019_2.png" alt="snapshot2"></p>
]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
    <entry>
        <title type="html"><![CDATA[Google Summer of Code 2019]]></title>
        <id>https://singa.apache.org/blog/2019/06/27/google-summer-of-code.html</id>
        <link href="https://singa.apache.org/blog/2019/06/27/google-summer-of-code.html"/>
        <updated>2019-06-27T06:00:00.000Z</updated>
        <summary type="html"><![CDATA[ <p>SINGA participated in mentoring the Google Summer of Code 2019 project <a href="https://summerofcode.withgoogle.com/projects/#5612088771215360">SpamAssassin: Statistical Classifier Plugin</a>.</p> ]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
    <entry>
        <title type="html"><![CDATA[EU FOSSA Apache Hackathon]]></title>
        <id>https://singa.apache.org/blog/2019/05/05/eu-fossa.html</id>
        <link href="https://singa.apache.org/blog/2019/05/05/eu-fossa.html"/>
        <updated>2019-05-05T06:00:00.000Z</updated>
        <summary type="html"><![CDATA[ <p>SINGA participated at <a href="https://eufossa.github.io/apache-hackathon-2019/">EU FOSSA Apache Hackathon</a> in Brussels on 4 and 5 May 2019.</p> ]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
    <entry>
        <title type="html"><![CDATA[Version 2.0.0]]></title>
        <id>https://singa.apache.org/blog/2019/04/20/v2-0-0.html</id>
        <link href="https://singa.apache.org/blog/2019/04/20/v2-0-0.html"/>
        <updated>2019-04-20T06:00:00.000Z</updated>
        <summary type="html"><![CDATA[ <p><strong>Version 2.0.0</strong> is now available, 20 April, 2019. <a href="/docs/download-singa.html#incubating-v200-20-april-2019">Download SINGA v2.0.0</a></p> ]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
    <entry>
        <title type="html"><![CDATA[DISI Trento Presentation]]></title>
        <id>https://singa.apache.org/blog/2018/12/14/DISI.html</id>
        <link href="https://singa.apache.org/blog/2018/12/14/DISI.html"/>
        <updated>2018-12-14T06:00:00.000Z</updated>
        <summary type="html"><![CDATA[ <p>SINGA was presented at <a href="https://www.disi.unitn.it/">DISI, University of Trento, Italy</a> on 14 December 2018.</p> ]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
    <entry>
        <title type="html"><![CDATA[DIBRIS Genoa Presentation]]></title>
        <id>https://singa.apache.org/blog/2018/07/16/DIBRIS.html</id>
        <link href="https://singa.apache.org/blog/2018/07/16/DIBRIS.html"/>
        <updated>2018-07-16T06:00:00.000Z</updated>
        <summary type="html"><![CDATA[ <p>SINGA was presented at <a href="https://www.dibris.unige.it/">DIBRIS, University of Genoa, Italy</a> on 16 July 2018.9.</p> ]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
    <entry>
        <title type="html"><![CDATA[Version 1.2.0]]></title>
        <id>https://singa.apache.org/blog/2018/06/09/v1-2-0.html</id>
        <link href="https://singa.apache.org/blog/2018/06/09/v1-2-0.html"/>
        <updated>2018-06-09T06:00:00.000Z</updated>
        <summary type="html"><![CDATA[ <p><strong>Version 1.2.0</strong> is now available, 6 June, 2018. <a href="/docs/download-singa.html#incubating-v120-6-june-2018">Download SINGA v1.2.0</a></p> ]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
    <entry>
        <title type="html"><![CDATA[Version 1.1.0]]></title>
        <id>https://singa.apache.org/blog/2017/02/12/v1-1-0.html</id>
        <link href="https://singa.apache.org/blog/2017/02/12/v1-1-0.html"/>
        <updated>2017-02-12T06:00:00.000Z</updated>
        <summary type="html"><![CDATA[ <p><strong>Version 1.1.0</strong> is now available, 12 Feb, 2017. <a href="/docs/download-singa.html#incubating-v110-12-february-2017">Download SINGA v1.1.0</a></p> ]]></summary>
        <author>
            <name>Apache SINGA</name>
            <email/>
            <uri>https://twitter.com/ApacheSINGA</uri>
        </author>
    </entry>
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