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Add documentation for CPU Affinity usage #6922
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JakubPietrakIntel
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andreazanetti,
DamianSzwichtenberg,
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mszarma
March 15, 2023 16:04
rusty1s
changed the title
Add manual in pygdocs Advanced Topics for CPU Affinity
Add documentation for CPU Affinity usage
Mar 16, 2023
Codecov Report
@@ Coverage Diff @@
## master #6922 +/- ##
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Coverage 91.46% 91.46%
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Files 431 431
Lines 23457 23458 +1
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+ Hits 21454 21455 +1
Misses 2003 2003
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mszarma
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…geometric into affinity_docs
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…geometric into affinity_docs
…geometric into affinity_docs
rusty1s
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Adding a manual page in https://pytorch-geometric.readthedocs.io Advanced Topics: "CPU Affinity for PyG Workloads"
The manual explains how one can set a CPU affinity mask to improve the performance of PyG workloads.
It covers
DataLoader
featureenable_cpu_affinity()
that can be enabled as contextmanager fromAffinityMixin
class, and other tools such as numactl and affinitization commands fromlibiomp5
andlibgomp
libraries.The article provides sources to Pytorch Tutorials, where an advanced user may found more information on the methods used to maximize CPU performance with affinity masks.