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<div class="subTitle">org.apache.ignite.ml.trainers.group</div>
<h2 title="Interface Metaoptimizer" class="title">Interface Metaoptimizer&lt;LC,X,Y,I,D,O&gt;</h2>
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<dl>
<dt><span class="paramLabel">Type Parameters:</span></dt>
<dd><code>LC</code> - Local context of <code>GroupTrainer</code>.</dd>
<dd><code>X</code> - Type of data which is processed in training loop step.</dd>
<dd><code>Y</code> - Type of data returned by training loop step data processor.</dd>
<dd><code>I</code> - Type of data to which data returned by distributed initialization is mapped.</dd>
<dd><code>D</code> - Type of data returned by initialization.</dd>
<dd><code>O</code> - Type of data to which data returned by data processor is mapped.</dd>
</dl>
<dl>
<dt>All Known Implementing Classes:</dt>
<dd><a href="../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPMetaoptimizer</a></dd>
</dl>
<hr>
<br>
<pre>public interface <span class="typeNameLabel">Metaoptimizer&lt;LC,X,Y,I,D,O&gt;</span></pre>
<div class="block">Class encapsulating data transformations in group training in <a href="../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html" title="class in org.apache.ignite.ml.trainers.group"><code>MetaoptimizerGroupTrainer</code></a>, which is adapter of
<code>GroupTrainer</code>.</div>
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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">&nbsp;</span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd">&nbsp;</span></span><span id="t3" class="tableTab"><span><a href="javascript:show(4);">Abstract Methods</a></span><span class="tabEnd">&nbsp;</span></span><span id="t5" class="tableTab"><span><a href="javascript:show(16);">Default Methods</a></span><span class="tabEnd">&nbsp;</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/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">Y</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">O</a>&gt;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html#distributedPostprocessor--">distributedPostprocessor</a></span>()</code>
<div class="block">Get function used to map values returned by <a href="../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html#dataProcessor--"><code>MetaoptimizerGroupTrainer.dataProcessor()</code></a>.</div>
</td>
</tr>
<tr id="i1" class="rowColor">
<td class="colFirst"><code>default <a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">X</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">X</a>&gt;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html#distributedPreprocessor--">distributedPreprocessor</a></span>()</code>
<div class="block">Preprocess data for <a href="../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html#dataProcessor--"><code>MetaoptimizerGroupTrainer.dataProcessor()</code></a>.</div>
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<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">D</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">D</a>&gt;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html#initialReducer--">initialReducer</a></span>()</code>
<div class="block">Get function used to reduce distributed initialization results.</div>
</td>
</tr>
<tr id="i3" class="rowColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">I</a></code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html#locallyProcessInitData-D-LC-">locallyProcessInitData</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">D</a>&nbsp;data,
<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">LC</a>&nbsp;locCtx)</code>
<div class="block">Maps data returned by distributed initialization to data consumed by training loop step.</div>
</td>
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<tr id="i4" class="altColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">I</a></code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html#localProcessor-O-LC-">localProcessor</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">O</a>&nbsp;input,
<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">LC</a>&nbsp;locCtx)</code>
<div class="block">Transform data returned by distributed part of training loop step into input fed into distributed part of training
loop step.</div>
</td>
</tr>
<tr id="i5" class="rowColor">
<td class="colFirst"><code><a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">O</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">O</a>&gt;</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html#postProcessReducer--">postProcessReducer</a></span>()</code>
<div class="block">Get binary operator used for reducing results returned by distributedPostprocessor.</div>
</td>
</tr>
<tr id="i6" class="altColor">
<td class="colFirst"><code>boolean</code></td>
<td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html#shouldContinue-I-LC-">shouldContinue</a></span>(<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">I</a>&nbsp;input,
<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">LC</a>&nbsp;locCtx)</code>
<div class="block">Returns value of predicate 'should training loop continue given previous step output and local context'.</div>
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<h3>Method Detail</h3>
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<h4>initialReducer</h4>
<pre><a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">D</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">D</a>&gt;&nbsp;initialReducer()</pre>
<div class="block">Get function used to reduce distributed initialization results.</div>
<dl>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>Function used to reduce distributed initialization results.</dd>
</dl>
</li>
</ul>
<a name="locallyProcessInitData-java.lang.Object-java.lang.Object-">
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<h4>locallyProcessInitData</h4>
<pre><a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">I</a>&nbsp;locallyProcessInitData(<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">D</a>&nbsp;data,
<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">LC</a>&nbsp;locCtx)</pre>
<div class="block">Maps data returned by distributed initialization to data consumed by training loop step.</div>
<dl>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>data</code> - Data returned by distributed initialization.</dd>
<dd><code>locCtx</code> - Local context.</dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>Mapping of data returned by distributed initialization to data consumed by training loop step.</dd>
</dl>
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<h4>distributedPreprocessor</h4>
<pre>default&nbsp;<a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">X</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">X</a>&gt;&nbsp;distributedPreprocessor()</pre>
<div class="block">Preprocess data for <a href="../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html#dataProcessor--"><code>MetaoptimizerGroupTrainer.dataProcessor()</code></a>.</div>
<dl>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>Preprocessed data for <a href="../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html#dataProcessor--"><code>MetaoptimizerGroupTrainer.dataProcessor()</code></a>.</dd>
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<h4>distributedPostprocessor</h4>
<pre><a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">Y</a>,<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">O</a>&gt;&nbsp;distributedPostprocessor()</pre>
<div class="block">Get function used to map values returned by <a href="../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html#dataProcessor--"><code>MetaoptimizerGroupTrainer.dataProcessor()</code></a>.</div>
<dl>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>Function used to map values returned by <a href="../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html#dataProcessor--"><code>MetaoptimizerGroupTrainer.dataProcessor()</code></a>.</dd>
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<h4>postProcessReducer</h4>
<pre><a href="../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a>&lt;<a href="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a>&lt;<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">O</a>&gt;,<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">O</a>&gt;&nbsp;postProcessReducer()</pre>
<div class="block">Get binary operator used for reducing results returned by distributedPostprocessor.</div>
<dl>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>Binary operator used for reducing results returned by distributedPostprocessor.</dd>
</dl>
</li>
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<h4>localProcessor</h4>
<pre><a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">I</a>&nbsp;localProcessor(<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">O</a>&nbsp;input,
<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">LC</a>&nbsp;locCtx)</pre>
<div class="block">Transform data returned by distributed part of training loop step into input fed into distributed part of training
loop step.</div>
<dl>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>input</code> - Type of output of distributed part of training loop step.</dd>
<dd><code>locCtx</code> - Local context.</dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>Result of transform data returned by distributed part of training loop step into input fed into distributed part of training
loop step.</dd>
</dl>
</li>
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<h4>shouldContinue</h4>
<pre>boolean&nbsp;shouldContinue(<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">I</a>&nbsp;input,
<a href="../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="type parameter in Metaoptimizer">LC</a>&nbsp;locCtx)</pre>
<div class="block">Returns value of predicate 'should training loop continue given previous step output and local context'.</div>
<dl>
<dt><span class="paramLabel">Parameters:</span></dt>
<dd><code>input</code> - Input of previous step.</dd>
<dd><code>locCtx</code> - Local context.</dd>
<dt><span class="returnLabel">Returns:</span></dt>
<dd>Value of predicate 'should training loop continue given previous step output and local context'.</dd>
</dl>
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