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===Multicore usage === <!--T:19-->
===Multicore usage === <!--T:19-->
Most  GATK (>=4) tools are not multicore by default. This means that you should request only one core when calling them. Some tools use threads in some of the computations (e.g. <code>Mutect2</code> has the <code>--native-pair-hmm-threads</code>) and therefore you can require more CPUs (most of them with up to 4 threads) for these computations. GATK4, however, does provides <b>some</b> [https://gatk.broadinstitute.org/hc/en-us/articles/360035890591-Spark SPARK commands]:
Most  GATK (>=4) tools are not multicore by default. This means that you should request only one core when calling them. Some tools use threads in some of the computations (e.g. <code>Mutect2</code> has the <code>--native-pair-hmm-threads</code>) and therefore you can require more CPUs (most of them with up to 4 threads) for these computations. GATK4, however, does provide <b>some</b> [https://gatk.broadinstitute.org/hc/en-us/articles/360035890591-Spark SPARK commands]:


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<blockquote>
<blockquote>
* Not all GATK tools use Spark.
<b>Not all GATK tools use Spark</b>


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* Tools that can use Spark generally have a note to that effect in their respective Tool Doc.
Tools that can use Spark generally have a note to that effect in their respective Tool Doc.


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* Some GATK tools exist in distinct Spark-capable and non-Spark-capable versions. The "sparkified" versions have the suffix <i>Spark</i> at the end of their names. Many of these are still experimental; we plan to consolidate them so that there will be only one version per tool.
* Some GATK tools exist in distinct Spark-capable and non-Spark-capable versions. The "sparkified" versions have the suffix "Spark" at the end of their names. Many of these are still experimental; down the road we plan to consolidate them so that there will be only one version per tool.


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* Some GATK tools only exist in a Spark-capable version. Those tools don't have the <i>Spark</i> suffix.
* Some GATK tools only exist in a Spark-capable version. Those tools don't have the "Spark" suffix.
</blockquote>
</blockquote>


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