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| <div class="subTitle">org.apache.ignite.ml.nn.trainers.distributed</div> |
| <h2 title="Class MLPMetaoptimizer" class="title">Class MLPMetaoptimizer<P></h2> |
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| <li>org.apache.ignite.ml.nn.trainers.distributed.MLPMetaoptimizer<P></li> |
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| <dt>All Implemented Interfaces:</dt> |
| <dd><a href="../../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="interface in org.apache.ignite.ml.trainers.group">Metaoptimizer</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainerLocalContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainerLocalContext</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingLoopData.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingLoopData</a><P>,P,P,P,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a><P>></dd> |
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| <pre>public class <span class="typeNameLabel">MLPMetaoptimizer<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/trainers/group/Metaoptimizer.html" title="interface in org.apache.ignite.ml.trainers.group">Metaoptimizer</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainerLocalContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainerLocalContext</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingLoopData.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingLoopData</a><P>,P,P,P,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a><P>></pre> |
| <div class="block">Meta-optimizer for multilayer perceptron.</div> |
| </li> |
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| <tr> |
| <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/nn/trainers/distributed/MLPMetaoptimizer.html#MLPMetaoptimizer-org.apache.ignite.ml.math.functions.IgniteFunction-">MLPMetaoptimizer</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="http://docs.oracle.com/javase/8/docs/api/java/util/List.html?is-external=true" title="class or interface in java.util">List</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>> allUpdatesReducer)</code> |
| <div class="block">Construct metaoptimizer.</div> |
| </td> |
| </tr> |
| </table> |
| </li> |
| </ul> |
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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> |
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| <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><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.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><a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<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><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html#initialReducer--">initialReducer</a></span>()</code> |
| <div class="block">Get function used to reduce distributed initialization results.</div> |
| </td> |
| </tr> |
| <tr id="i2" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html#locallyProcessInitData-P-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-">locallyProcessInitData</a></span>(<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a> data, |
| <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainerLocalContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainerLocalContext</a> locCtx)</code> |
| <div class="block">Maps data returned by distributed initialization to data consumed by training loop step.</div> |
| </td> |
| </tr> |
| <tr id="i3" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html#localProcessor-java.util.ArrayList-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-">localProcessor</a></span>(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>> input, |
| <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainerLocalContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainerLocalContext</a> 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="i4" 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><<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><<a href="http://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html#postProcessReducer--">postProcessReducer</a></span>()</code> |
| <div class="block">Get binary operator used for reducing results returned by distributedPostprocessor.</div> |
| </td> |
| </tr> |
| <tr id="i5" class="rowColor"> |
| <td class="colFirst"><code>boolean</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html#shouldContinue-P-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-">shouldContinue</a></span>(<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a> input, |
| <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainerLocalContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainerLocalContext</a> 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>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> |
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| <li class="blockList"><a name="methods.inherited.from.class.org.apache.ignite.ml.trainers.group.Metaoptimizer"> |
| <!-- --> |
| </a> |
| <h3>Methods inherited from interface org.apache.ignite.ml.trainers.group.<a href="../../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="interface in org.apache.ignite.ml.trainers.group">Metaoptimizer</a></h3> |
| <code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html#distributedPreprocessor--">distributedPreprocessor</a></code></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </div> |
| <div class="details"> |
| <ul class="blockList"> |
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| <!-- ========= CONSTRUCTOR DETAIL ======== --> |
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| <h3>Constructor Detail</h3> |
| <a name="MLPMetaoptimizer-org.apache.ignite.ml.math.functions.IgniteFunction-"> |
| <!-- --> |
| </a> |
| <ul class="blockListLast"> |
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| <h4>MLPMetaoptimizer</h4> |
| <pre>public MLPMetaoptimizer(<a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<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><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>> allUpdatesReducer)</pre> |
| <div class="block">Construct metaoptimizer.</div> |
| </li> |
| </ul> |
| </li> |
| </ul> |
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| <h3>Method Detail</h3> |
| <a name="initialReducer--"> |
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| <h4>initialReducer</h4> |
| <pre>public <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<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><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>> initialReducer()</pre> |
| <div class="block">Get function used to reduce distributed initialization results.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html#initialReducer--">initialReducer</a></code> in interface <code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="interface in org.apache.ignite.ml.trainers.group">Metaoptimizer</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainerLocalContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainerLocalContext</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingLoopData.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingLoopData</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>></code></dd> |
| <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-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-"> |
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| </a><a name="locallyProcessInitData-P-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-"> |
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| <h4>locallyProcessInitData</h4> |
| <pre>public <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a> locallyProcessInitData(<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a> data, |
| <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainerLocalContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainerLocalContext</a> locCtx)</pre> |
| <div class="block">Maps data returned by distributed initialization to data consumed by training loop step.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html#locallyProcessInitData-D-LC-">locallyProcessInitData</a></code> in interface <code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="interface in org.apache.ignite.ml.trainers.group">Metaoptimizer</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainerLocalContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainerLocalContext</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingLoopData.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingLoopData</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>></code></dd> |
| <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> |
| </li> |
| </ul> |
| <a name="distributedPostprocessor--"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>distributedPostprocessor</h4> |
| <pre>public <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/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>> 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="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html#distributedPostprocessor--">distributedPostprocessor</a></code> in interface <code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="interface in org.apache.ignite.ml.trainers.group">Metaoptimizer</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainerLocalContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainerLocalContext</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingLoopData.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingLoopData</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>></code></dd> |
| <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> |
| </dl> |
| </li> |
| </ul> |
| <a name="postProcessReducer--"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>postProcessReducer</h4> |
| <pre>public <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteFunction.html" title="interface in org.apache.ignite.ml.math.functions">IgniteFunction</a><<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><<a href="http://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>> postProcessReducer()</pre> |
| <div class="block">Get binary operator used for reducing results returned by distributedPostprocessor.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html#postProcessReducer--">postProcessReducer</a></code> in interface <code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="interface in org.apache.ignite.ml.trainers.group">Metaoptimizer</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainerLocalContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainerLocalContext</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingLoopData.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingLoopData</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>></code></dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Binary operator used for reducing results returned by distributedPostprocessor.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="localProcessor-java.util.ArrayList-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>localProcessor</h4> |
| <pre>public <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a> localProcessor(<a href="http://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>> input, |
| <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainerLocalContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainerLocalContext</a> 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="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html#localProcessor-O-LC-">localProcessor</a></code> in interface <code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="interface in org.apache.ignite.ml.trainers.group">Metaoptimizer</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainerLocalContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainerLocalContext</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingLoopData.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingLoopData</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>></code></dd> |
| <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> |
| </ul> |
| <a name="shouldContinue-java.lang.Object-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-"> |
| <!-- --> |
| </a><a name="shouldContinue-P-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-"> |
| <!-- --> |
| </a> |
| <ul class="blockListLast"> |
| <li class="blockList"> |
| <h4>shouldContinue</h4> |
| <pre>public boolean shouldContinue(<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a> input, |
| <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainerLocalContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainerLocalContext</a> 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="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html#shouldContinue-I-LC-">shouldContinue</a></code> in interface <code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/Metaoptimizer.html" title="interface in org.apache.ignite.ml.trainers.group">Metaoptimizer</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainerLocalContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainerLocalContext</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingLoopData.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingLoopData</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>,<a href="http://docs.oracle.com/javase/8/docs/api/java/util/ArrayList.html?is-external=true" title="class or interface in java.util">ArrayList</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPMetaoptimizer.html" title="type parameter in MLPMetaoptimizer">P</a>>></code></dd> |
| <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> |
| </li> |
| </ul> |
| </li> |
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