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<h2 title="Enum OptimizerUtils.OptimizationLevel" class="title">Enum OptimizerUtils.OptimizationLevel</h2>
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<pre>public static enum <span class="typeNameLabel">OptimizerUtils.OptimizationLevel</span>
extends <a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/Enum.html?is-external=true" title="class or interface in java.lang" class="externalLink">Enum</a>&lt;<a href="OptimizerUtils.OptimizationLevel.html" title="enum in org.apache.sysds.hops">OptimizerUtils.OptimizationLevel</a>&gt;</pre>
<div class="block">Optimization Types for Compilation
O0 STATIC - Decisions for scheduling operations on CP/MR are based on
predefined set of rules, which check if the dimensions are below a
fixed/static threshold (OLD Method of choosing between CP and MR).
The optimization scope is LOCAL, i.e., per statement block.
Advanced rewrites like constant folding, common subexpression elimination,
or inter procedural analysis are NOT applied.
O1 MEMORY_BASED - Every operation is scheduled on CP or MR, solely
based on the amount of memory required to perform that operation.
It does NOT take the execution time into account.
The optimization scope is LOCAL, i.e., per statement block.
Advanced rewrites like constant folding, common subexpression elimination,
or inter procedural analysis are NOT applied.
O2 MEMORY_BASED - Every operation is scheduled on CP or MR, solely
based on the amount of memory required to perform that operation.
It does NOT take the execution time into account.
The optimization scope is LOCAL, i.e., per statement block.
All advanced rewrites are applied. This is the default optimization
level of SystemDS.
O3 GLOBAL TIME_MEMORY_BASED - Operation scheduling on CP or MR as well as
many other rewrites of data flow properties such as block size, partitioning,
replication, vectorization, etc are done with the optimization objective of
minimizing execution time under hard memory constraints per operation and
execution context. The optimization scope if GLOBAL, i.e., program-wide.
All advanced rewrites are applied. This optimization level requires more
optimization time but has higher optimization potential.
O4 DEBUG MODE - All optimizations, global and local, which interfere with
breakpoints are NOT applied. This optimization level is REQUIRED for the
compiler running in debug mode.</div>
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<td class="colFirst"><code>static <a href="OptimizerUtils.OptimizationLevel.html" title="enum in org.apache.sysds.hops">OptimizerUtils.OptimizationLevel</a></code></td>
<th class="colSecond" scope="row"><code><span class="memberNameLink"><a href="#valueOf(java.lang.String)">valueOf</a></span>&#8203;(<a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/String.html?is-external=true" title="class or interface in java.lang" class="externalLink">String</a>&nbsp;name)</code></th>
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<pre>public static final&nbsp;<a href="OptimizerUtils.OptimizationLevel.html" title="enum in org.apache.sysds.hops">OptimizerUtils.OptimizationLevel</a> O0_LOCAL_STATIC</pre>
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<pre>public static final&nbsp;<a href="OptimizerUtils.OptimizationLevel.html" title="enum in org.apache.sysds.hops">OptimizerUtils.OptimizationLevel</a> O1_LOCAL_MEMORY_MIN</pre>
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<pre>public static final&nbsp;<a href="OptimizerUtils.OptimizationLevel.html" title="enum in org.apache.sysds.hops">OptimizerUtils.OptimizationLevel</a> O2_LOCAL_MEMORY_DEFAULT</pre>
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<pre>public static final&nbsp;<a href="OptimizerUtils.OptimizationLevel.html" title="enum in org.apache.sysds.hops">OptimizerUtils.OptimizationLevel</a> O3_LOCAL_RESOURCE_TIME_MEMORY</pre>
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<pre>public static final&nbsp;<a href="OptimizerUtils.OptimizationLevel.html" title="enum in org.apache.sysds.hops">OptimizerUtils.OptimizationLevel</a> O4_GLOBAL_TIME_MEMORY</pre>
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<pre>public static final&nbsp;<a href="OptimizerUtils.OptimizationLevel.html" title="enum in org.apache.sysds.hops">OptimizerUtils.OptimizationLevel</a> O5_DEBUG_MODE</pre>
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<pre class="methodSignature">public static&nbsp;<a href="OptimizerUtils.OptimizationLevel.html" title="enum in org.apache.sysds.hops">OptimizerUtils.OptimizationLevel</a>[]&nbsp;values()</pre>
<div class="block">Returns an array containing the constants of this enum type, in
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<pre>
for (OptimizerUtils.OptimizationLevel c : OptimizerUtils.OptimizationLevel.values())
&nbsp; System.out.println(c);
</pre></div>
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<pre class="methodSignature">public static&nbsp;<a href="OptimizerUtils.OptimizationLevel.html" title="enum in org.apache.sysds.hops">OptimizerUtils.OptimizationLevel</a>&nbsp;valueOf&#8203;(<a href="https://docs.oracle.com/en/java/javase/11/docs/api/java.base/java/lang/String.html?is-external=true" title="class or interface in java.lang" class="externalLink">String</a>&nbsp;name)</pre>
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