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| <div class="subTitle">org.apache.ignite.ml.nn.trainers.distributed</div> |
| <h2 title="Class MLPGroupUpdateTrainer" class="title">Class MLPGroupUpdateTrainer<U extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>></h2> |
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| <li> |
| <ul class="inheritance"> |
| <li><a href="../../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html" title="class in org.apache.ignite.ml.trainers.group">org.apache.ignite.ml.trainers.group.MetaoptimizerGroupTrainer</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="http://docs.oracle.com/javase/8/docs/api/java/lang/Void.html?is-external=true" title="class or interface in java.lang">Void</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupTrainingCacheValue.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupTrainingCacheValue</a>,U,<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,U,<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/AbstractMLPGroupUpdateTrainerInput.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">AbstractMLPGroupUpdateTrainerInput</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingContext</a><U>,<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><U>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingLoopData.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingLoopData</a><U>,U></li> |
| <li> |
| <ul class="inheritance"> |
| <li>org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainer<U></li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| <div class="description"> |
| <ul class="blockList"> |
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| <dl> |
| <dt><span class="paramLabel">Type Parameters:</span></dt> |
| <dd><code>U</code> - Type of update.</dd> |
| </dl> |
| <dl> |
| <dt>All Implemented Interfaces:</dt> |
| <dd><a href="../../../../../../../org/apache/ignite/ml/trainers/Trainer.html" title="interface in org.apache.ignite.ml.trainers">Trainer</a><<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/AbstractMLPGroupUpdateTrainerInput.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">AbstractMLPGroupUpdateTrainerInput</a>></dd> |
| </dl> |
| <hr> |
| <br> |
| <pre>public class <span class="typeNameLabel">MLPGroupUpdateTrainer<U extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>></span> |
| extends <a href="../../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html" title="class in org.apache.ignite.ml.trainers.group">MetaoptimizerGroupTrainer</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="http://docs.oracle.com/javase/8/docs/api/java/lang/Void.html?is-external=true" title="class or interface in java.lang">Void</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupTrainingCacheValue.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupTrainingCacheValue</a>,U,<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,U,<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/AbstractMLPGroupUpdateTrainerInput.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">AbstractMLPGroupUpdateTrainerInput</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingContext</a><U>,<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><U>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingLoopData.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingLoopData</a><U>,U></pre> |
| <div class="block">Update-based distributed training of MLP.</div> |
| </li> |
| </ul> |
| </div> |
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| <!-- =========== FIELD SUMMARY =========== --> |
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| </a> |
| <h3>Field Summary</h3> |
| <table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Field Summary table, listing fields, and an explanation"> |
| <caption><span>Fields</span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colFirst" scope="col">Modifier and Type</th> |
| <th class="colLast" scope="col">Field and Description</th> |
| </tr> |
| <tr class="altColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../../../org/apache/ignite/ml/trainers/group/GroupTrainerCacheKey.html" title="class in org.apache.ignite.ml.trainers.group">GroupTrainerCacheKey</a><K>,V></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#cache">cache</a></span></code> |
| <div class="block">Cache on which training is performed.</div> |
| </td> |
| </tr> |
| <tr class="rowColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#ignite">ignite</a></span></code> |
| <div class="block">Ignite instance.</div> |
| </td> |
| </tr> |
| </table> |
| </li> |
| </ul> |
| <!-- ======== CONSTRUCTOR SUMMARY ======== --> |
| <ul class="blockList"> |
| <li class="blockList"><a name="constructor.summary"> |
| <!-- --> |
| </a> |
| <h3>Constructor Summary</h3> |
| <table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Constructor Summary table, listing constructors, and an explanation"> |
| <caption><span>Constructors</span><span class="tabEnd"> </span></caption> |
| <tr> |
| <th class="colOne" scope="col">Constructor and Description</th> |
| </tr> |
| <tr class="altColor"> |
| <td class="colOne"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#MLPGroupUpdateTrainer-int-int-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.optimization.updatecalculators.ParameterUpdateCalculator-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.Ignite-double-">MLPGroupUpdateTrainer</a></span>(int maxGlobalSteps, |
| int syncPeriod, |
| <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/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>> allUpdatesReducer, |
| <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/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>> locStepUpdatesReducer, |
| <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/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>> updateCalculator, |
| <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/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| double tolerance)</code> |
| <div class="block">Construct instance of this class with given parameters.</div> |
| </td> |
| </tr> |
| </table> |
| </li> |
| </ul> |
| <!-- ========== METHOD SUMMARY =========== --> |
| <ul class="blockList"> |
| <li class="blockList"><a name="method.summary"> |
| <!-- --> |
| </a> |
| <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="t1" class="tableTab"><span><a href="javascript:show(1);">Static Methods</a></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>protected void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#cleanup-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-">cleanup</a></span>(<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">Performs cleanups of temporary objects created by this trainer.</div> |
| </td> |
| </tr> |
| <tr id="i1" class="rowColor"> |
| <td class="colFirst"><code>protected <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/MLPGroupUpdateTrainingLoopData.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingLoopData</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>>,<a href="../../../../../../../org/apache/ignite/ml/trainers/group/ResultAndUpdates.html" title="class in org.apache.ignite.ml.trainers.group">ResultAndUpdates</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#dataProcessor--">dataProcessor</a></span>()</code> |
| <div class="block">Get function used to process data in training loop step.</div> |
| </td> |
| </tr> |
| <tr id="i2" class="altColor"> |
| <td class="colFirst"><code>protected <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/trainers/group/GroupTrainerCacheKey.html" title="class in org.apache.ignite.ml.trainers.group">GroupTrainerCacheKey</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Void.html?is-external=true" title="class or interface in java.lang">Void</a>>,<a href="../../../../../../../org/apache/ignite/ml/trainers/group/ResultAndUpdates.html" title="class in org.apache.ignite.ml.trainers.group">ResultAndUpdates</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#distributedInitializer-org.apache.ignite.ml.nn.trainers.distributed.AbstractMLPGroupUpdateTrainerInput-">distributedInitializer</a></span>(<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/AbstractMLPGroupUpdateTrainerInput.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">AbstractMLPGroupUpdateTrainerInput</a> data)</code> |
| <div class="block">Get function for initialization for each of keys specified in initial key set.</div> |
| </td> |
| </tr> |
| <tr id="i3" class="rowColor"> |
| <td class="colFirst"><code>protected <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/nn/trainers/distributed/MLPGroupUpdateTrainingContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingContext</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#extractContextForFinalResultCreation-U-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-">extractContextForFinalResultCreation</a></span>(<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</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">Extract context for final result creation.</div> |
| </td> |
| </tr> |
| <tr id="i4" class="altColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteSupplier.html" title="interface in org.apache.ignite.ml.math.functions">IgniteSupplier</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/util/stream/Stream.html?is-external=true" title="class or interface in java.util.stream">Stream</a><<a href="../../../../../../../org/apache/ignite/ml/trainers/group/GroupTrainerCacheKey.html" title="class in org.apache.ignite.ml.trainers.group">GroupTrainerCacheKey</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Void.html?is-external=true" title="class or interface in java.lang">Void</a>>>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#finalResultKeys-U-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-">finalResultKeys</a></span>(<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</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">Keys for final result creation.</div> |
| </td> |
| </tr> |
| <tr id="i5" class="rowColor"> |
| <td class="colFirst"><code>protected <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/trainers/group/chain/EntryAndContext.html" title="class in org.apache.ignite.ml.trainers.group.chain">EntryAndContext</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Void.html?is-external=true" title="class or interface in java.lang">Void</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupTrainingCacheValue.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupTrainingCacheValue</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingContext</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>>>,<a href="../../../../../../../org/apache/ignite/ml/trainers/group/ResultAndUpdates.html" title="class in org.apache.ignite.ml.trainers.group">ResultAndUpdates</a><<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#finalResultsExtractor--">finalResultsExtractor</a></span>()</code> |
| <div class="block">Get function for extracting final result from each key specified in finalResultKeys.</div> |
| </td> |
| </tr> |
| <tr id="i6" class="altColor"> |
| <td class="colFirst"><code>protected <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/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#finalResultsReducer--">finalResultsReducer</a></span>()</code> |
| <div class="block">Get function for reducing final results.</div> |
| </td> |
| </tr> |
| <tr id="i7" class="rowColor"> |
| <td class="colFirst"><code>static <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainer</a><<a href="../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/RPropParameterUpdate.html" title="class in org.apache.ignite.ml.optimization.updatecalculators">RPropParameterUpdate</a>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#getDefault-org.apache.ignite.Ignite-">getDefault</a></span>(<a href="../../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite)</code> |
| <div class="block">Get default <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed"><code>MLPGroupUpdateTrainer</code></a>.</div> |
| </td> |
| </tr> |
| <tr id="i8" class="altColor"> |
| <td class="colFirst"><code>protected void</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#init-org.apache.ignite.ml.nn.trainers.distributed.AbstractMLPGroupUpdateTrainerInput-java.util.UUID-">init</a></span>(<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/AbstractMLPGroupUpdateTrainerInput.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">AbstractMLPGroupUpdateTrainerInput</a> data, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/util/UUID.html?is-external=true" title="class or interface in java.util">UUID</a> trainingUUID)</code> |
| <div class="block">Override in subclasses if needed.</div> |
| </td> |
| </tr> |
| <tr id="i9" class="rowColor"> |
| <td class="colFirst"><code>protected <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/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#initialLocalContext-org.apache.ignite.ml.nn.trainers.distributed.AbstractMLPGroupUpdateTrainerInput-java.util.UUID-">initialLocalContext</a></span>(<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/AbstractMLPGroupUpdateTrainerInput.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">AbstractMLPGroupUpdateTrainerInput</a> data, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/util/UUID.html?is-external=true" title="class or interface in java.util">UUID</a> trainingUUID)</code> |
| <div class="block">Create initial local context from data given as input to trainer.</div> |
| </td> |
| </tr> |
| <tr id="i10" class="altColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteSupplier.html" title="interface in org.apache.ignite.ml.math.functions">IgniteSupplier</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/util/stream/Stream.html?is-external=true" title="class or interface in java.util.stream">Stream</a><<a href="../../../../../../../org/apache/ignite/ml/trainers/group/GroupTrainerCacheKey.html" title="class in org.apache.ignite.ml.trainers.group">GroupTrainerCacheKey</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Void.html?is-external=true" title="class or interface in java.lang">Void</a>>>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#keysToProcessInTrainingLoop-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-">keysToProcessInTrainingLoop</a></span>(<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">Get supplier of keys which should be processed by training loop.</div> |
| </td> |
| </tr> |
| <tr id="i11" class="rowColor"> |
| <td class="colFirst"><code>protected <a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#mapFinalResult-org.apache.ignite.ml.nn.MultilayerPerceptron-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-">mapFinalResult</a></span>(<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a> res, |
| <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">Map final result to model which is returned by trainer.</div> |
| </td> |
| </tr> |
| <tr id="i12" class="altColor"> |
| <td class="colFirst"><code>protected <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/nn/trainers/distributed/MLPGroupUpdateTrainingContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingContext</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#remoteContextExtractor-U-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-">remoteContextExtractor</a></span>(<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> prevUpdate, |
| <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainerLocalContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainerLocalContext</a> ctx)</code> |
| <div class="block">Get supplier of context used in training loop step.</div> |
| </td> |
| </tr> |
| <tr id="i13" class="rowColor"> |
| <td class="colFirst"><code>M</code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#train-T-">train</a></span>(T data)</code> |
| <div class="block">Train the model based on provided data.</div> |
| </td> |
| </tr> |
| <tr id="i14" class="altColor"> |
| <td class="colFirst"><code>protected <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/trainers/group/chain/EntryAndContext.html" title="class in org.apache.ignite.ml.trainers.group.chain">EntryAndContext</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Void.html?is-external=true" title="class or interface in java.lang">Void</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupTrainingCacheValue.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupTrainingCacheValue</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingContext</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</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/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#trainingLoopStepDataExtractor--">trainingLoopStepDataExtractor</a></span>()</code> |
| <div class="block">Get function used to map EntryAndContext to type which is processed by dataProcessor.</div> |
| </td> |
| </tr> |
| <tr id="i15" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainer</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#withMaxGlobalSteps-int-">withMaxGlobalSteps</a></span>(int maxGlobalSteps)</code> |
| <div class="block">Create new <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed"><code>MLPGroupUpdateTrainer</code></a> with new maxGlobalSteps value.</div> |
| </td> |
| </tr> |
| <tr id="i16" class="altColor"> |
| <td class="colFirst"><code><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainer</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#withSyncPeriod-int-">withSyncPeriod</a></span>(int syncPeriod)</code> |
| <div class="block">Create new <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed"><code>MLPGroupUpdateTrainer</code></a> with new syncPeriod value.</div> |
| </td> |
| </tr> |
| <tr id="i17" class="rowColor"> |
| <td class="colFirst"><code><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainer</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#withTolerance-double-">withTolerance</a></span>(double tolerance)</code> |
| <div class="block">Create new <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed"><code>MLPGroupUpdateTrainer</code></a> with new tolerance.</div> |
| </td> |
| </tr> |
| <tr id="i18" class="altColor"> |
| <td class="colFirst"><code><U1 extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>><br><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainer</a><U1></code></td> |
| <td class="colLast"><code><span class="memberNameLink"><a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html#withUpdateStrategy-org.apache.ignite.ml.trainers.group.UpdatesStrategy-">withUpdateStrategy</a></span>(<a href="../../../../../../../org/apache/ignite/ml/trainers/group/UpdatesStrategy.html" title="class in org.apache.ignite.ml.trainers.group">UpdatesStrategy</a><? super <a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,U1> stgy)</code> |
| <div class="block">Create new <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed"><code>MLPGroupUpdateTrainer</code></a> with new update strategy.</div> |
| </td> |
| </tr> |
| </table> |
| <ul class="blockList"> |
| <li class="blockList"><a name="methods.inherited.from.class.org.apache.ignite.ml.trainers.group.MetaoptimizerGroupTrainer"> |
| <!-- --> |
| </a> |
| <h3>Methods inherited from class org.apache.ignite.ml.trainers.group.<a href="../../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html" title="class in org.apache.ignite.ml.trainers.group">MetaoptimizerGroupTrainer</a></h3> |
| <code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html#locallyProcessInitData-IN-LC-">locallyProcessInitData</a>, <a href="../../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html#reduceDistributedInitData--">reduceDistributedInitData</a>, <a href="../../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html#shouldContinue-I-LC-">shouldContinue</a>, <a href="../../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html#trainingLoopStep--">trainingLoopStep</a></code></li> |
| </ul> |
| <ul class="blockList"> |
| <li class="blockList"><a name="methods.inherited.from.class.java.lang.Object"> |
| <!-- --> |
| </a> |
| <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> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </div> |
| <div class="details"> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <!-- ============ FIELD DETAIL =========== --> |
| <ul class="blockList"> |
| <li class="blockList"><a name="field.detail"> |
| <!-- --> |
| </a> |
| <h3>Field Detail</h3> |
| <a name="cache"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>cache</h4> |
| <pre>protected <a href="../../../../../../../org/apache/ignite/IgniteCache.html" title="interface in org.apache.ignite">IgniteCache</a><<a href="../../../../../../../org/apache/ignite/ml/trainers/group/GroupTrainerCacheKey.html" title="class in org.apache.ignite.ml.trainers.group">GroupTrainerCacheKey</a><K>,V> cache</pre> |
| <div class="block">Cache on which training is performed. For example it can be cache of neural networks.</div> |
| </li> |
| </ul> |
| <a name="ignite"> |
| <!-- --> |
| </a> |
| <ul class="blockListLast"> |
| <li class="blockList"> |
| <h4>ignite</h4> |
| <pre>protected <a href="../../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite</pre> |
| <div class="block">Ignite instance.</div> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| <!-- ========= CONSTRUCTOR DETAIL ======== --> |
| <ul class="blockList"> |
| <li class="blockList"><a name="constructor.detail"> |
| <!-- --> |
| </a> |
| <h3>Constructor Detail</h3> |
| <a name="MLPGroupUpdateTrainer-int-int-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.ml.optimization.updatecalculators.ParameterUpdateCalculator-org.apache.ignite.ml.math.functions.IgniteFunction-org.apache.ignite.Ignite-double-"> |
| <!-- --> |
| </a> |
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| <h4>MLPGroupUpdateTrainer</h4> |
| <pre>public MLPGroupUpdateTrainer(int maxGlobalSteps, |
| int syncPeriod, |
| <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/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>> allUpdatesReducer, |
| <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/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>> locStepUpdatesReducer, |
| <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/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>> updateCalculator, |
| <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/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite, |
| double tolerance)</pre> |
| <div class="block">Construct instance of this class with given parameters.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>loss</code> - Loss function.</dd> |
| <dd><code>ignite</code> - Ignite instance.</dd> |
| <dd><code>tolerance</code> - Error tolerance.</dd> |
| </dl> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| <!-- ============ METHOD DETAIL ========== --> |
| <ul class="blockList"> |
| <li class="blockList"><a name="method.detail"> |
| <!-- --> |
| </a> |
| <h3>Method Detail</h3> |
| <a name="getDefault-org.apache.ignite.Ignite-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>getDefault</h4> |
| <pre>public static <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainer</a><<a href="../../../../../../../org/apache/ignite/ml/optimization/updatecalculators/RPropParameterUpdate.html" title="class in org.apache.ignite.ml.optimization.updatecalculators">RPropParameterUpdate</a>> getDefault(<a href="../../../../../../../org/apache/ignite/Ignite.html" title="interface in org.apache.ignite">Ignite</a> ignite)</pre> |
| <div class="block">Get default <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed"><code>MLPGroupUpdateTrainer</code></a>.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>ignite</code> - Ignite instance.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Default <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed"><code>MLPGroupUpdateTrainer</code></a>.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="init-org.apache.ignite.ml.nn.trainers.distributed.AbstractMLPGroupUpdateTrainerInput-java.util.UUID-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>init</h4> |
| <pre>protected void init(<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/AbstractMLPGroupUpdateTrainerInput.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">AbstractMLPGroupUpdateTrainerInput</a> data, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/util/UUID.html?is-external=true" title="class or interface in java.util">UUID</a> trainingUUID)</pre> |
| <div class="block">Override in subclasses if needed.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Overrides:</span></dt> |
| <dd><code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html#init-T-java.util.UUID-">init</a></code> in class <code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html" title="class in org.apache.ignite.ml.trainers.group">MetaoptimizerGroupTrainer</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="http://docs.oracle.com/javase/8/docs/api/java/lang/Void.html?is-external=true" title="class or interface in java.lang">Void</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupTrainingCacheValue.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupTrainingCacheValue</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/AbstractMLPGroupUpdateTrainerInput.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">AbstractMLPGroupUpdateTrainerInput</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingContext</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</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/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</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/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>></code></dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="distributedInitializer-org.apache.ignite.ml.nn.trainers.distributed.AbstractMLPGroupUpdateTrainerInput-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>distributedInitializer</h4> |
| <pre>protected <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/trainers/group/GroupTrainerCacheKey.html" title="class in org.apache.ignite.ml.trainers.group">GroupTrainerCacheKey</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Void.html?is-external=true" title="class or interface in java.lang">Void</a>>,<a href="../../../../../../../org/apache/ignite/ml/trainers/group/ResultAndUpdates.html" title="class in org.apache.ignite.ml.trainers.group">ResultAndUpdates</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>>> distributedInitializer(<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/AbstractMLPGroupUpdateTrainerInput.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">AbstractMLPGroupUpdateTrainerInput</a> data)</pre> |
| <div class="block">Get function for initialization for each of keys specified in initial key set.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>data</code> - Data given to this trainer as input.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Function for initialization for each of keys specified in initial key set.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="trainingLoopStepDataExtractor--"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>trainingLoopStepDataExtractor</h4> |
| <pre>protected <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/trainers/group/chain/EntryAndContext.html" title="class in org.apache.ignite.ml.trainers.group.chain">EntryAndContext</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Void.html?is-external=true" title="class or interface in java.lang">Void</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupTrainingCacheValue.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupTrainingCacheValue</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingContext</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</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/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>>> trainingLoopStepDataExtractor()</pre> |
| <div class="block">Get function used to map EntryAndContext to type which is processed by dataProcessor.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html#trainingLoopStepDataExtractor--">trainingLoopStepDataExtractor</a></code> in class <code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html" title="class in org.apache.ignite.ml.trainers.group">MetaoptimizerGroupTrainer</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="http://docs.oracle.com/javase/8/docs/api/java/lang/Void.html?is-external=true" title="class or interface in java.lang">Void</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupTrainingCacheValue.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupTrainingCacheValue</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/AbstractMLPGroupUpdateTrainerInput.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">AbstractMLPGroupUpdateTrainerInput</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingContext</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</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/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</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/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>></code></dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Function used to map EntryAndContext to type which is processed by dataProcessor.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="keysToProcessInTrainingLoop-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>keysToProcessInTrainingLoop</h4> |
| <pre>protected <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteSupplier.html" title="interface in org.apache.ignite.ml.math.functions">IgniteSupplier</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/util/stream/Stream.html?is-external=true" title="class or interface in java.util.stream">Stream</a><<a href="../../../../../../../org/apache/ignite/ml/trainers/group/GroupTrainerCacheKey.html" title="class in org.apache.ignite.ml.trainers.group">GroupTrainerCacheKey</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Void.html?is-external=true" title="class or interface in java.lang">Void</a>>>> keysToProcessInTrainingLoop(<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">Get supplier of keys which should be processed by training loop.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html#keysToProcessInTrainingLoop-LC-">keysToProcessInTrainingLoop</a></code> in class <code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html" title="class in org.apache.ignite.ml.trainers.group">MetaoptimizerGroupTrainer</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="http://docs.oracle.com/javase/8/docs/api/java/lang/Void.html?is-external=true" title="class or interface in java.lang">Void</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupTrainingCacheValue.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupTrainingCacheValue</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/AbstractMLPGroupUpdateTrainerInput.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">AbstractMLPGroupUpdateTrainerInput</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingContext</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</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/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</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/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>></code></dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>locCtx</code> - Local text.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Supplier of keys which should be processed by training loop.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="remoteContextExtractor-java.io.Serializable-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-"> |
| <!-- --> |
| </a><a name="remoteContextExtractor-U-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>remoteContextExtractor</h4> |
| <pre>protected <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/nn/trainers/distributed/MLPGroupUpdateTrainingContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingContext</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>>> remoteContextExtractor(<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> prevUpdate, |
| <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainerLocalContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainerLocalContext</a> ctx)</pre> |
| <div class="block">Get supplier of context used in training loop step.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html#remoteContextExtractor-I-LC-">remoteContextExtractor</a></code> in class <code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html" title="class in org.apache.ignite.ml.trainers.group">MetaoptimizerGroupTrainer</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="http://docs.oracle.com/javase/8/docs/api/java/lang/Void.html?is-external=true" title="class or interface in java.lang">Void</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupTrainingCacheValue.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupTrainingCacheValue</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/AbstractMLPGroupUpdateTrainerInput.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">AbstractMLPGroupUpdateTrainerInput</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingContext</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</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/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</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/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>></code></dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>prevUpdate</code> - Input.</dd> |
| <dd><code>ctx</code> - Local context.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Supplier of context used in training loop step.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="dataProcessor--"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>dataProcessor</h4> |
| <pre>protected <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/MLPGroupUpdateTrainingLoopData.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingLoopData</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>>,<a href="../../../../../../../org/apache/ignite/ml/trainers/group/ResultAndUpdates.html" title="class in org.apache.ignite.ml.trainers.group">ResultAndUpdates</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>>> dataProcessor()</pre> |
| <div class="block">Get function used to process data in training loop step.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html#dataProcessor--">dataProcessor</a></code> in class <code><a href="../../../../../../../org/apache/ignite/ml/trainers/group/MetaoptimizerGroupTrainer.html" title="class in org.apache.ignite.ml.trainers.group">MetaoptimizerGroupTrainer</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="http://docs.oracle.com/javase/8/docs/api/java/lang/Void.html?is-external=true" title="class or interface in java.lang">Void</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupTrainingCacheValue.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupTrainingCacheValue</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/AbstractMLPGroupUpdateTrainerInput.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">AbstractMLPGroupUpdateTrainerInput</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingContext</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</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/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</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/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a> extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>></code></dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Function used to process data in training loop step.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="initialLocalContext-org.apache.ignite.ml.nn.trainers.distributed.AbstractMLPGroupUpdateTrainerInput-java.util.UUID-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>initialLocalContext</h4> |
| <pre>protected <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/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>> initialLocalContext(<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/AbstractMLPGroupUpdateTrainerInput.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">AbstractMLPGroupUpdateTrainerInput</a> data, |
| <a href="http://docs.oracle.com/javase/8/docs/api/java/util/UUID.html?is-external=true" title="class or interface in java.util">UUID</a> trainingUUID)</pre> |
| <div class="block">Create initial local context from data given as input to trainer.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>data</code> - Data given as input to this trainer.</dd> |
| <dd><code>trainingUUID</code> - UUID of this training.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Initial local context.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="finalResultKeys-java.io.Serializable-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-"> |
| <!-- --> |
| </a><a name="finalResultKeys-U-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>finalResultKeys</h4> |
| <pre>protected <a href="../../../../../../../org/apache/ignite/ml/math/functions/IgniteSupplier.html" title="interface in org.apache.ignite.ml.math.functions">IgniteSupplier</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/util/stream/Stream.html?is-external=true" title="class or interface in java.util.stream">Stream</a><<a href="../../../../../../../org/apache/ignite/ml/trainers/group/GroupTrainerCacheKey.html" title="class in org.apache.ignite.ml.trainers.group">GroupTrainerCacheKey</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Void.html?is-external=true" title="class or interface in java.lang">Void</a>>>> finalResultKeys(<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</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">Keys for final result creation.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>data</code> - Data returned from the last training loop step.</dd> |
| <dd><code>locCtx</code> - Local context.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Stream of keys for final result creation.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="extractContextForFinalResultCreation-java.io.Serializable-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-"> |
| <!-- --> |
| </a><a name="extractContextForFinalResultCreation-U-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-"> |
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| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>extractContextForFinalResultCreation</h4> |
| <pre>protected <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/nn/trainers/distributed/MLPGroupUpdateTrainingContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingContext</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>>> extractContextForFinalResultCreation(<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</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">Extract context for final result creation. Each key from the final keys set will be processed with |
| finalResultsExtractor. While entry data (i.e. key and value) for each key varies, some data can be common for all |
| processed entries. This data is called context.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>data</code> - Data returned from last training loop step.</dd> |
| <dd><code>locCtx</code> - Local context.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Context.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="finalResultsExtractor--"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>finalResultsExtractor</h4> |
| <pre>protected <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/trainers/group/chain/EntryAndContext.html" title="class in org.apache.ignite.ml.trainers.group.chain">EntryAndContext</a><<a href="http://docs.oracle.com/javase/8/docs/api/java/lang/Void.html?is-external=true" title="class or interface in java.lang">Void</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupTrainingCacheValue.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupTrainingCacheValue</a>,<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainingContext.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainingContext</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>>>,<a href="../../../../../../../org/apache/ignite/ml/trainers/group/ResultAndUpdates.html" title="class in org.apache.ignite.ml.trainers.group">ResultAndUpdates</a><<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>>> finalResultsExtractor()</pre> |
| <div class="block">Get function for extracting final result from each key specified in finalResultKeys.</div> |
| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Function for extracting final result from each key specified in finalResultKeys.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="finalResultsReducer--"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>finalResultsReducer</h4> |
| <pre>protected <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/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>>,<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>> finalResultsReducer()</pre> |
| <div class="block">Get function for reducing final results.</div> |
| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Function for reducing final results.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="mapFinalResult-org.apache.ignite.ml.nn.MultilayerPerceptron-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>mapFinalResult</h4> |
| <pre>protected <a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a> mapFinalResult(<a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a> res, |
| <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">Map final result to model which is returned by trainer.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>res</code> - Final result.</dd> |
| <dd><code>locCtx</code> - Local context.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Model resulted from training.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="cleanup-org.apache.ignite.ml.nn.trainers.distributed.MLPGroupUpdateTrainerLocalContext-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>cleanup</h4> |
| <pre>protected void cleanup(<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">Performs cleanups of temporary objects created by this trainer.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>locCtx</code> - Local context.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="withMaxGlobalSteps-int-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>withMaxGlobalSteps</h4> |
| <pre>public <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainer</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>> withMaxGlobalSteps(int maxGlobalSteps)</pre> |
| <div class="block">Create new <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed"><code>MLPGroupUpdateTrainer</code></a> with new maxGlobalSteps value.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>maxGlobalSteps</code> - New maxGlobalSteps value.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>New <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed"><code>MLPGroupUpdateTrainer</code></a> with new maxGlobalSteps value.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="withSyncPeriod-int-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>withSyncPeriod</h4> |
| <pre>public <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainer</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>> withSyncPeriod(int syncPeriod)</pre> |
| <div class="block">Create new <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed"><code>MLPGroupUpdateTrainer</code></a> with new syncPeriod value.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>syncPeriod</code> - New syncPeriod value.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>New <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed"><code>MLPGroupUpdateTrainer</code></a> with new syncPeriod value.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="withTolerance-double-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>withTolerance</h4> |
| <pre>public <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainer</a><<a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="type parameter in MLPGroupUpdateTrainer">U</a>> withTolerance(double tolerance)</pre> |
| <div class="block">Create new <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed"><code>MLPGroupUpdateTrainer</code></a> with new tolerance.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>tolerance</code> - New tolerance value.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>New <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed"><code>MLPGroupUpdateTrainer</code></a> with new tolerance value.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="withUpdateStrategy-org.apache.ignite.ml.trainers.group.UpdatesStrategy-"> |
| <!-- --> |
| </a> |
| <ul class="blockList"> |
| <li class="blockList"> |
| <h4>withUpdateStrategy</h4> |
| <pre>public <U1 extends <a href="http://docs.oracle.com/javase/8/docs/api/java/io/Serializable.html?is-external=true" title="class or interface in java.io">Serializable</a>> <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed">MLPGroupUpdateTrainer</a><U1> withUpdateStrategy(<a href="../../../../../../../org/apache/ignite/ml/trainers/group/UpdatesStrategy.html" title="class in org.apache.ignite.ml.trainers.group">UpdatesStrategy</a><? super <a href="../../../../../../../org/apache/ignite/ml/nn/MultilayerPerceptron.html" title="class in org.apache.ignite.ml.nn">MultilayerPerceptron</a>,U1> stgy)</pre> |
| <div class="block">Create new <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed"><code>MLPGroupUpdateTrainer</code></a> with new update strategy.</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>stgy</code> - New update strategy.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>New <a href="../../../../../../../org/apache/ignite/ml/nn/trainers/distributed/MLPGroupUpdateTrainer.html" title="class in org.apache.ignite.ml.nn.trainers.distributed"><code>MLPGroupUpdateTrainer</code></a> with new tolerance value.</dd> |
| </dl> |
| </li> |
| </ul> |
| <a name="train-org.apache.ignite.ml.trainers.group.GroupTrainerInput-"> |
| <!-- --> |
| </a><a name="train-T-"> |
| <!-- --> |
| </a> |
| <ul class="blockListLast"> |
| <li class="blockList"> |
| <h4>train</h4> |
| <pre>public final M train(T data)</pre> |
| <div class="block">Train the model based on provided data.</div> |
| <dl> |
| <dt><span class="overrideSpecifyLabel">Specified by:</span></dt> |
| <dd><code><a href="../../../../../../../org/apache/ignite/ml/trainers/Trainer.html#train-T-">train</a></code> in interface <code><a href="../../../../../../../org/apache/ignite/ml/trainers/Trainer.html" title="interface in org.apache.ignite.ml.trainers">Trainer</a><M extends <a href="../../../../../../../org/apache/ignite/ml/Model.html" title="interface in org.apache.ignite.ml">Model</a>,T extends <a href="../../../../../../../org/apache/ignite/ml/trainers/group/GroupTrainerInput.html" title="interface in org.apache.ignite.ml.trainers.group">GroupTrainerInput</a><K>></code></dd> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>data</code> - Data for training.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>Trained model.</dd> |
| </dl> |
| </li> |
| </ul> |
| </li> |
| </ul> |
| </li> |
| </ul> |
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