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 <h2 title="Class GPUInstruction" class="title">Class GPUInstruction</h2>
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 <pre>public abstract class <span class="typeNameLabel">GPUInstruction</span>
 extends <a href="../../../../../../org/apache/sysds/runtime/instructions/Instruction.html" title="class in org.apache.sysds.runtime.instructions">Instruction</a>
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 <h3>Method Summary</h3>
 <table class="memberSummary" border="0" cellpadding="3" cellspacing="0" summary="Method Summary table, listing methods, and an explanation">
 <caption><span id="t0" class="activeTableTab"><span>All Methods</span><span class="tabEnd">&nbsp;</span></span><span id="t2" class="tableTab"><span><a href="javascript:show(2);">Instance Methods</a></span><span class="tabEnd">&nbsp;</span></span><span id="t3" class="tableTab"><span><a href="javascript:show(4);">Abstract Methods</a></span><span class="tabEnd">&nbsp;</span></span><span id="t4" class="tableTab"><span><a href="javascript:show(8);">Concrete Methods</a></span><span class="tabEnd">&nbsp;</span></span></caption>
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 <th class="colFirst" scope="col">Modifier and Type</th>
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 <tr id="i1" class="rowColor">
 <td class="colFirst"><code><a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a></code></td>
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 <td class="colFirst"><code>org.apache.commons.lang3.tuple.Pair&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>,<a href="../../../../../../org/apache/sysds/runtime/lineage/LineageItem.html" title="class in org.apache.sysds.runtime.lineage">LineageItem</a>&gt;</code></td>
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 <div class="block">Obtain lineage trace of an instruction with a single output.</div>
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 <td class="colFirst"><code>void</code></td>
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 <div class="block">This method should be used for any tear down after executing this instruction.</div>
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 <div class="block">This method should be used for any setup before executing this instruction.</div>
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 <td class="colFirst"><code>abstract void</code></td>
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 <div class="block">This method should be used to execute the instruction.</div>
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 <td class="colFirst"><code>boolean</code></td>
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 <pre>public static final&nbsp;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> MISC_TIMER_DENSE_TO_SPARSE</pre>
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 <dd><a href="../../../../../../constant-values.html#org.apache.sysds.runtime.instructions.gpu.GPUInstruction.MISC_TIMER_DENSE_TO_SPARSE">Constant Field Values</a></dd>
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 <pre>public static final&nbsp;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> MISC_TIMER_ROW_TO_COLUMN_MAJOR</pre>
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 <dd><a href="../../../../../../constant-values.html#org.apache.sysds.runtime.instructions.gpu.GPUInstruction.MISC_TIMER_ROW_TO_COLUMN_MAJOR">Constant Field Values</a></dd>
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 <pre>public static final&nbsp;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> MISC_TIMER_COLUMN_TO_ROW_MAJOR</pre>
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 <dd><a href="../../../../../../constant-values.html#org.apache.sysds.runtime.instructions.gpu.GPUInstruction.MISC_TIMER_COLUMN_TO_ROW_MAJOR">Constant Field Values</a></dd>
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 <pre>public static final&nbsp;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> MISC_TIMER_OBJECT_CLONE</pre>
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 <dd><a href="../../../../../../constant-values.html#org.apache.sysds.runtime.instructions.gpu.GPUInstruction.MISC_TIMER_OBJECT_CLONE">Constant Field Values</a></dd>
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 <pre>public static final&nbsp;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> MISC_TIMER_CUDA_SYNC</pre>
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 <pre>public static final&nbsp;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> MISC_TIMER_ALLOCATE</pre>
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 <pre>public static final&nbsp;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> MISC_TIMER_EVICT</pre>
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 <pre>public static final&nbsp;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> MISC_TIMER_ALLOCATE_DENSE_OUTPUT</pre>
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 <pre>public static final&nbsp;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> MISC_TIMER_ALLOCATE_SPARSE_OUTPUT</pre>
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 <pre>public static final&nbsp;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a> MISC_TIMER_SET_ZERO</pre>
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 <dd><code><a href="../../../../../../org/apache/sysds/runtime/instructions/Instruction.html#getGraphString--">getGraphString</a></code>&nbsp;in class&nbsp;<code><a href="../../../../../../org/apache/sysds/runtime/instructions/Instruction.html" title="class in org.apache.sysds.runtime.instructions">Instruction</a></code></dd>
 </dl>
 </li>
 </ul>
 <a name="preprocessInstruction-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-">
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 <h4>preprocessInstruction</h4>
 <pre>public&nbsp;<a href="../../../../../../org/apache/sysds/runtime/instructions/Instruction.html" title="class in org.apache.sysds.runtime.instructions">Instruction</a>&nbsp;preprocessInstruction(<a href="../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec)</pre>
 <div class="block"><span class="descfrmTypeLabel">Description copied from class:&nbsp;<code><a href="../../../../../../org/apache/sysds/runtime/instructions/Instruction.html#preprocessInstruction-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-">Instruction</a></code></span></div>
 <div class="block">This method should be used for any setup before executing this instruction.
  Overwriting methods should first call the super method and subsequently do
  their custom setup.</div>
 <dl>
 <dt><span class="overrideSpecifyLabel">Overrides:</span></dt>
 <dd><code><a href="../../../../../../org/apache/sysds/runtime/instructions/Instruction.html#preprocessInstruction-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-">preprocessInstruction</a></code>&nbsp;in class&nbsp;<code><a href="../../../../../../org/apache/sysds/runtime/instructions/Instruction.html" title="class in org.apache.sysds.runtime.instructions">Instruction</a></code></dd>
 <dt><span class="paramLabel">Parameters:</span></dt>
 <dd><code>ec</code> - execution context</dd>
 <dt><span class="returnLabel">Returns:</span></dt>
 <dd>instruction</dd>
 </dl>
 </li>
 </ul>
 <a name="processInstruction-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-">
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 <h4>processInstruction</h4>
 <pre>public abstract&nbsp;void&nbsp;processInstruction(<a href="../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec)</pre>
 <div class="block"><span class="descfrmTypeLabel">Description copied from class:&nbsp;<code><a href="../../../../../../org/apache/sysds/runtime/instructions/Instruction.html#processInstruction-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-">Instruction</a></code></span></div>
 <div class="block">This method should be used to execute the instruction.</div>
 <dl>
 <dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
 <dd><code><a href="../../../../../../org/apache/sysds/runtime/instructions/Instruction.html#processInstruction-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-">processInstruction</a></code>&nbsp;in class&nbsp;<code><a href="../../../../../../org/apache/sysds/runtime/instructions/Instruction.html" title="class in org.apache.sysds.runtime.instructions">Instruction</a></code></dd>
 <dt><span class="paramLabel">Parameters:</span></dt>
 <dd><code>ec</code> - execution context</dd>
 </dl>
 </li>
 </ul>
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 <h4>postprocessInstruction</h4>
 <pre>public&nbsp;void&nbsp;postprocessInstruction(<a href="../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec)</pre>
 <div class="block"><span class="descfrmTypeLabel">Description copied from class:&nbsp;<code><a href="../../../../../../org/apache/sysds/runtime/instructions/Instruction.html#postprocessInstruction-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-">Instruction</a></code></span></div>
 <div class="block">This method should be used for any tear down after executing this instruction.
  Overwriting methods should first do their custom tear down and subsequently
  call the super method.</div>
 <dl>
 <dt><span class="overrideSpecifyLabel">Overrides:</span></dt>
 <dd><code><a href="../../../../../../org/apache/sysds/runtime/instructions/Instruction.html#postprocessInstruction-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-">postprocessInstruction</a></code>&nbsp;in class&nbsp;<code><a href="../../../../../../org/apache/sysds/runtime/instructions/Instruction.html" title="class in org.apache.sysds.runtime.instructions">Instruction</a></code></dd>
 <dt><span class="paramLabel">Parameters:</span></dt>
 <dd><code>ec</code> - execution context</dd>
 </dl>
 </li>
 </ul>
 <a name="getLineageItem-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-">
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 <ul class="blockListLast">
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 <h4>getLineageItem</h4>
 <pre>public&nbsp;org.apache.commons.lang3.tuple.Pair&lt;<a href="https://docs.oracle.com/javase/8/docs/api/java/lang/String.html?is-external=true" title="class or interface in java.lang">String</a>,<a href="../../../../../../org/apache/sysds/runtime/lineage/LineageItem.html" title="class in org.apache.sysds.runtime.lineage">LineageItem</a>&gt;&nbsp;getLineageItem(<a href="../../../../../../org/apache/sysds/runtime/controlprogram/context/ExecutionContext.html" title="class in org.apache.sysds.runtime.controlprogram.context">ExecutionContext</a>&nbsp;ec)</pre>
 <div class="block"><span class="descfrmTypeLabel">Description copied from interface:&nbsp;<code><a href="../../../../../../org/apache/sysds/runtime/lineage/LineageTraceable.html#getLineageItem-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-">LineageTraceable</a></code></span></div>
 <div class="block">Obtain lineage trace of an instruction with a single output.</div>
 <dl>
 <dt><span class="overrideSpecifyLabel">Specified by:</span></dt>
 <dd><code><a href="../../../../../../org/apache/sysds/runtime/lineage/LineageTraceable.html#getLineageItem-org.apache.sysds.runtime.controlprogram.context.ExecutionContext-">getLineageItem</a></code>&nbsp;in interface&nbsp;<code><a href="../../../../../../org/apache/sysds/runtime/lineage/LineageTraceable.html" title="interface in org.apache.sysds.runtime.lineage">LineageTraceable</a></code></dd>
 <dt><span class="paramLabel">Parameters:</span></dt>
 <dd><code>ec</code> - execution context w/ live variables</dd>
 <dt><span class="returnLabel">Returns:</span></dt>
 <dd>pair of (output variable name, output lineage item)</dd>
 </dl>
 </li>
 </ul>
 </li>
 </ul>
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