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| <div class="subTitle">org.apache.ignite.ml.trainers.local</div> |
| <h2 title="Class LocalBatchTrainer" class="title">Class LocalBatchTrainer<M extends <a href="../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../org/apache/ignite/ml/math/Matrix.html" title="interface in org.apache.ignite.ml.math">Matrix</a>,<a href="../../../../../../org/apache/ignite/ml/math/Matrix.html" title="interface in org.apache.ignite.ml.math">Matrix</a>>,P></h2> |
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| <li> |
| <ul class="inheritance"> |
| <li>org.apache.ignite.ml.trainers.local.LocalBatchTrainer<M,P></li> |
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| <dt>All Implemented Interfaces:</dt> |
| <dd><a href="../../../../../../org/apache/ignite/ml/Trainer.html" title="interface in org.apache.ignite.ml">Trainer</a><M,<a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainerInput.html" title="interface in org.apache.ignite.ml.trainers.local">LocalBatchTrainerInput</a><M>></dd> |
| </dl> |
| <dl> |
| <dt>Direct Known Subclasses:</dt> |
| <dd><a href="../../../../../../org/apache/ignite/ml/nn/trainers/local/MLPLocalBatchTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.local">MLPLocalBatchTrainer</a></dd> |
| </dl> |
| <hr> |
| <br> |
| <pre>public class <span class="typeNameLabel">LocalBatchTrainer<M extends <a href="../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../org/apache/ignite/ml/math/Matrix.html" title="interface in org.apache.ignite.ml.math">Matrix</a>,<a href="../../../../../../org/apache/ignite/ml/math/Matrix.html" title="interface in org.apache.ignite.ml.math">Matrix</a>>,P></span> |
| extends <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a> |
| implements <a href="../../../../../../org/apache/ignite/ml/Trainer.html" title="interface in org.apache.ignite.ml">Trainer</a><M,<a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainerInput.html" title="interface in org.apache.ignite.ml.trainers.local">LocalBatchTrainerInput</a><M>></pre> |
| <div class="block">Batch trainer. This trainer is not distributed on the cluster, but input can theoretically read data from |
| Ignite cache.</div> |
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| <th class="colOne" scope="col">Constructor and Description</th> |
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| <tr class="altColor"> |
| <td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html#LocalBatchTrainer-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteSupplier-double-int-">LocalBatchTrainer</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/math/Vector.html" title="interface in org.apache.ignite.ml.math">Vector</a>,<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>> loss, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteSupplier.html" title="interface in org.apache.ignite.ml.math.functions">IgniteSupplier</a><<a href="../../../../../../org/apache/ignite/ml/optimization/updatecalculators/ParameterUpdateCalculator.html" title="interface in org.apache.ignite.ml.optimization.updatecalculators">ParameterUpdateCalculator</a><? super <a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="type parameter in LocalBatchTrainer">M</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="type parameter in LocalBatchTrainer">P</a>>> updaterSupplier, |
| double errorThreshold, |
| int maxIterations)</code> |
| <div class="block">Construct a trainer.</div> |
| </td> |
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| <h3>Method Summary</h3> |
| <table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation"> |
| <caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd"> </span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd"> </span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd"> </span></span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Method and Description</th> |
| </tr> |
| <tr id="i0" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="class in org.apache.ignite.ml.trainers.local">LocalBatchTrainer</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html#setLogger-org.apache.ignite.IgniteLogger-">setLogger</a></span>(<a href="../../../../../../org/apache/ignite/IgniteLogger.html" title="interface in org.apache.ignite">IgniteLogger</a> log)</code> |
| <div class="block">Set logger.</div> |
| </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="type parameter in LocalBatchTrainer">M</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html#train-org.apache.ignite.ml.trainers.local.LocalBatchTrainerInput-">train</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainerInput.html" title="interface in org.apache.ignite.ml.trainers.local">LocalBatchTrainerInput</a><<a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="type parameter in LocalBatchTrainer">M</a>> data)</code> |
| <div class="block">Returns model based on data</div> |
| </td> |
| </tr> |
| <tr id="i2" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="class in org.apache.ignite.ml.trainers.local">LocalBatchTrainer</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html#withErrorThreshold-double-">withErrorThreshold</a></span>(double errorThreshold)</code> |
| <div class="block">Construct new trainer with the same parameters as this trainer, but with new error threshold.</div> |
| </td> |
| </tr> |
| <tr id="i3" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="class in org.apache.ignite.ml.trainers.local">LocalBatchTrainer</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html#withLoss-org.apache.ignite.ml.math.functions.IgniteFunction-">withLoss</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/math/Vector.html" title="interface in org.apache.ignite.ml.math">Vector</a>,<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>> loss)</code> |
| <div class="block">Construct new trainer with the same parameters as this trainer, but with new loss.</div> |
| </td> |
| </tr> |
| <tr id="i4" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="class in org.apache.ignite.ml.trainers.local">LocalBatchTrainer</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html#withMaxIterations-int-">withMaxIterations</a></span>(int maxIterations)</code> |
| <div class="block">Construct new trainer with the same parameters as this trainer, but with new maximal iterations count.</div> |
| </td> |
| </tr> |
| <tr id="i5" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="class in org.apache.ignite.ml.trainers.local">LocalBatchTrainer</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html#withUpdater-org.apache.ignite.ml.math.functions.IgniteSupplier-">withUpdater</a></span>(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteSupplier.html" title="interface in org.apache.ignite.ml.math.functions">IgniteSupplier</a><<a href="../../../../../../org/apache/ignite/ml/optimization/updatecalculators/ParameterUpdateCalculator.html" title="interface in org.apache.ignite.ml.optimization.updatecalculators">ParameterUpdateCalculator</a><? super <a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="type parameter in LocalBatchTrainer">M</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="type parameter in LocalBatchTrainer">P</a>>> updaterSupplier)</code> |
| <div class="block">Construct new trainer with the same parameters as this trainer, but with new updater supplier.</div> |
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| <h3>Methods inherited from class java.lang.<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true" title="class or interface in java.lang">Object</a></h3> |
| <code><a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#clone--" title="class or interface in java.lang">clone</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#equals-java.lang.Object-" title="class or interface in java.lang">equals</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#finalize--" title="class or interface in java.lang">finalize</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#getClass--" title="class or interface in java.lang">getClass</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#hashCode--" title="class or interface in java.lang">hashCode</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#notify--" title="class or interface in java.lang">notify</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#notifyAll--" title="class or interface in java.lang">notifyAll</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#toString--" title="class or interface in java.lang">toString</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait--" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait-long-" title="class or interface in java.lang">wait</a>, <a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Object.html?is-external=true#wait-long-int-" title="class or interface in java.lang">wait</a></code></li> |
| </ul> |
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| <h3>Constructor Detail</h3> |
| <a name="LocalBatchTrainer-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteSupplier-double-int-"> |
| <!-- --> |
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| <h4>LocalBatchTrainer</h4> |
| <pre>public LocalBatchTrainer(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/math/Vector.html" title="interface in org.apache.ignite.ml.math">Vector</a>,<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>> loss, |
| <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteSupplier.html" title="interface in org.apache.ignite.ml.math.functions">IgniteSupplier</a><<a href="../../../../../../org/apache/ignite/ml/optimization/updatecalculators/ParameterUpdateCalculator.html" title="interface in org.apache.ignite.ml.optimization.updatecalculators">ParameterUpdateCalculator</a><? super <a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="type parameter in LocalBatchTrainer">M</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="type parameter in LocalBatchTrainer">P</a>>> updaterSupplier, |
| double errorThreshold, |
| int maxIterations)</pre> |
| <div class="block">Construct a trainer.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>loss</code> - Loss function.</dd> |
| <dd><code>updaterSupplier</code> - Supplier of updater function.</dd> |
| <dd><code>errorThreshold</code> - Error threshold.</dd> |
| <dd><code>maxIterations</code> - Maximal iterations count.</dd> |
| </dl> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| <!-- ============ METHOD DETAIL ========== --> |
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| <h3>Method Detail</h3> |
| <a name="train-org.apache.ignite.ml.trainers.local.LocalBatchTrainerInput-"> |
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| <h4>train</h4> |
| <pre>public <a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="type parameter in LocalBatchTrainer">M</a> train(<a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainerInput.html" title="interface in org.apache.ignite.ml.trainers.local">LocalBatchTrainerInput</a><<a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="type parameter in LocalBatchTrainer">M</a>> data)</pre> |
| <div class="block">Returns model based on data</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../../org/apache/ignite/ml/Trainer.html#train-T-">train</a></code> in interface <code><a href="../../../../../../org/apache/ignite/ml/Trainer.html" title="interface in org.apache.ignite.ml">Trainer</a><<a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="type parameter in LocalBatchTrainer">M</a> extends <a href="../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../org/apache/ignite/ml/math/Matrix.html" title="interface in org.apache.ignite.ml.math">Matrix</a>,<a href="../../../../../../org/apache/ignite/ml/math/Matrix.html" title="interface in org.apache.ignite.ml.math">Matrix</a>>,<a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainerInput.html" title="interface in org.apache.ignite.ml.trainers.local">LocalBatchTrainerInput</a><<a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="type parameter in LocalBatchTrainer">M</a> extends <a href="../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a><<a href="../../../../../../org/apache/ignite/ml/math/Matrix.html" title="interface in org.apache.ignite.ml.math">Matrix</a>,<a href="../../../../../../org/apache/ignite/ml/math/Matrix.html" title="interface in org.apache.ignite.ml.math">Matrix</a>>>></code></dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>data</code> - data to build model</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>model</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="withLoss-org.apache.ignite.ml.math.functions.IgniteFunction-"> |
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| </a> |
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| <h4>withLoss</h4> |
| <pre>public <a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="class in org.apache.ignite.ml.trainers.local">LocalBatchTrainer</a> withLoss(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<a href="../../../../../../org/apache/ignite/ml/math/Vector.html" title="interface in org.apache.ignite.ml.math">Vector</a>,<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteDifferentiableVectorToDoubleFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteDifferentiableVectorToDoubleFunction</a>> loss)</pre> |
| <div class="block">Construct new trainer with the same parameters as this trainer, but with new loss.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>loss</code> - New loss function.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>new trainer with the same parameters as this trainer, but with new loss.</dd> |
| </dl> |
| </li> |
| </ul> |
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| <h4>withUpdater</h4> |
| <pre>public <a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="class in org.apache.ignite.ml.trainers.local">LocalBatchTrainer</a> withUpdater(<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteSupplier.html" title="interface in org.apache.ignite.ml.math.functions">IgniteSupplier</a><<a href="../../../../../../org/apache/ignite/ml/optimization/updatecalculators/ParameterUpdateCalculator.html" title="interface in org.apache.ignite.ml.optimization.updatecalculators">ParameterUpdateCalculator</a><? super <a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="type parameter in LocalBatchTrainer">M</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="type parameter in LocalBatchTrainer">P</a>>> updaterSupplier)</pre> |
| <div class="block">Construct new trainer with the same parameters as this trainer, but with new updater supplier.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>updaterSupplier</code> - New updater supplier.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>new trainer with the same parameters as this trainer, but with new updater supplier.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="withErrorThreshold-double-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>withErrorThreshold</h4> |
| <pre>public <a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="class in org.apache.ignite.ml.trainers.local">LocalBatchTrainer</a> withErrorThreshold(double errorThreshold)</pre> |
| <div class="block">Construct new trainer with the same parameters as this trainer, but with new error threshold.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>errorThreshold</code> - New error threshold.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>new trainer with the same parameters as this trainer, but with new error threshold.</dd> |
| </dl> |
| </li> |
| </ul> |
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| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>withMaxIterations</h4> |
| <pre>public <a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="class in org.apache.ignite.ml.trainers.local">LocalBatchTrainer</a> withMaxIterations(int maxIterations)</pre> |
| <div class="block">Construct new trainer with the same parameters as this trainer, but with new maximal iterations count.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>maxIterations</code> - New maximal iterations count.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>new trainer with the same parameters as this trainer, but with new maximal iterations count.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="setLogger-org.apache.ignite.IgniteLogger-"> |
| <!-- --> |
| </a> |
| <ul class="blockListLast"> |
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| <h4>setLogger</h4> |
| <pre>public <a href="../../../../../../org/apache/ignite/ml/trainers/local/LocalBatchTrainer.html" title="class in org.apache.ignite.ml.trainers.local">LocalBatchTrainer</a> setLogger(<a href="../../../../../../org/apache/ignite/IgniteLogger.html" title="interface in org.apache.ignite">IgniteLogger</a> log)</pre> |
| <div class="block">Set logger.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>log</code> - Logger.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>This object.</dd> |
| </dl> |
| </li> |
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| <p class="legalCopy"><small><table width="100%" border="0" cellspacing=0 cellpadding=0 style="padding: 5px"> <tr> <td> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <a target=_blank href="https://ignite.apache.org"><nobr>2018 Copyright © Apache Software Foundation</nobr></a> </td> </tr> </tbody> </table> </td> <td width="100%" align="right" valign="center"> <a href="https://twitter.com/ApacheIgnite" class="twitter-follow-button" data-show-count="false" data-size="large">Follow @ApacheIgnite</a> </td> </tr> <tr> <td colspan="2" valign="top" align="left"> <table style="padding-left: 0; margin: 0"> <tbody style="padding: 0; margin: 0"> <tr style="padding: 0; margin: 0"> <td> <b>Ignite Fabric</b> </td> <td>: ver. <strong>2.4.0</strong> </td> </tr> <tr style="padding: 0; margin: 0"> <td> <b>Release Date</b> </td> <td>: March 5 2018 </td> </tr> </tbody> </table> </td> </tr> </table></small></p> |
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