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| <h2 title="Enum OptimizerUtils.OptimizationLevel" class="title">Enum OptimizerUtils.OptimizationLevel</h2> |
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| <li>org.apache.sysds.hops.OptimizerUtils.OptimizationLevel</li> |
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| <pre>public static enum <span class="typeNameLabel">OptimizerUtils.OptimizationLevel</span> |
| extends <a href="https://docs.oracle.com/javase/8/docs/api/java/lang/Enum.html?is-external=true" title="class or interface in java.lang">Enum</a><<a href="../../../../org/apache/sysds/hops/OptimizerUtils.OptimizationLevel.html" title="enum in org.apache.sysds.hops">OptimizerUtils.OptimizationLevel</a>></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="colOne"><code><span class="memberNameLink"><a href="../../../../org/apache/sysds/hops/OptimizerUtils.OptimizationLevel.html#O0_LOCAL_STATIC">O0_LOCAL_STATIC</a></span></code> </td> |
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| <td class="colFirst"><code>static <a href="../../../../org/apache/sysds/hops/OptimizerUtils.OptimizationLevel.html" title="enum in org.apache.sysds.hops">OptimizerUtils.OptimizationLevel</a></code></td> |
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| <td class="colFirst"><code>static <a href="../../../../org/apache/sysds/hops/OptimizerUtils.OptimizationLevel.html" title="enum in org.apache.sysds.hops">OptimizerUtils.OptimizationLevel</a>[]</code></td> |
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| <pre>public static final <a href="../../../../org/apache/sysds/hops/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 <a href="../../../../org/apache/sysds/hops/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 <a href="../../../../org/apache/sysds/hops/OptimizerUtils.OptimizationLevel.html" title="enum in org.apache.sysds.hops">OptimizerUtils.OptimizationLevel</a> O2_LOCAL_MEMORY_DEFAULT</pre> |
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| <h4>O3_LOCAL_RESOURCE_TIME_MEMORY</h4> |
| <pre>public static final <a href="../../../../org/apache/sysds/hops/OptimizerUtils.OptimizationLevel.html" title="enum in org.apache.sysds.hops">OptimizerUtils.OptimizationLevel</a> O3_LOCAL_RESOURCE_TIME_MEMORY</pre> |
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| <h4>O4_GLOBAL_TIME_MEMORY</h4> |
| <pre>public static final <a href="../../../../org/apache/sysds/hops/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 <a href="../../../../org/apache/sysds/hops/OptimizerUtils.OptimizationLevel.html" title="enum in org.apache.sysds.hops">OptimizerUtils.OptimizationLevel</a> O5_DEBUG_MODE</pre> |
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| <pre>public static <a href="../../../../org/apache/sysds/hops/OptimizerUtils.OptimizationLevel.html" title="enum in org.apache.sysds.hops">OptimizerUtils.OptimizationLevel</a>[] values()</pre> |
| <div class="block">Returns an array containing the constants of this enum type, in |
| the order they are declared. This method may be used to iterate |
| over the constants as follows: |
| <pre> |
| for (OptimizerUtils.OptimizationLevel c : OptimizerUtils.OptimizationLevel.values()) |
| System.out.println(c); |
| </pre></div> |
| <dl> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>an array containing the constants of this enum type, in the order they are declared</dd> |
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| <div class="block">Returns the enum constant of this type with the specified name. |
| The string must match <i>exactly</i> an identifier used to declare an |
| enum constant in this type. (Extraneous whitespace characters are |
| not permitted.)</div> |
| <dl> |
| <dt><span class="paramLabel">Parameters:</span></dt> |
| <dd><code>name</code> - the name of the enum constant to be returned.</dd> |
| <dt><span class="returnLabel">Returns:</span></dt> |
| <dd>the enum constant with the specified name</dd> |
| <dt><span class="throwsLabel">Throws:</span></dt> |
| <dd><code><a href="https://docs.oracle.com/javase/8/docs/api/java/lang/IllegalArgumentException.html?is-external=true" title="class or interface in java.lang">IllegalArgumentException</a></code> - if this enum type has no constant with the specified name</dd> |
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