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| <h1>Apache SystemDS<sup id="trademark">™</sup> 0.15.0 Release Notes</h1> |
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| <p>The <strong>Apache SystemML 0.15.0 release</strong> was approved on September 13, 2017. It is the first release of Apache SystemML since it |
| <a href="https://blogs.apache.org/foundation/entry/the-apache-software-foundation-announces13">became a Top-Level Project (TLP)</a> on May 31, 2017. Updates have been made to the project in several areas, as detailed below.</p> |
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| <h3 id="new-features-and-capabilities">New Features and Capabilities</h3> |
| <ul> |
| <li>Added several new 2D convolution layers.</li> |
| <li>Graduated <code class="language-plaintext highlighter-rouge">nn</code> library from staging to <code class="language-plaintext highlighter-rouge">scripts/nn</code>.</li> |
| </ul> |
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| <h3 id="experimental-features">Experimental Features</h3> |
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| <li>Expanded Code Generation for broader performance improvements.</li> |
| <li>Enhanced GPU support and scalability.</li> |
| </ul> |
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| <h3 id="removals">Removals</h3> |
| <ul> |
| <li>Removed file-based transform.</li> |
| <li>Removed original MLContext API.</li> |
| </ul> |
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| <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=12341587">JIRA release notes</a> for complete list.</li> |
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