Bernhard Stoeckner – NVIDIA Technical Blog News and tutorials for developers, data scientists, and IT admins 2024-01-11T19:49:33Z http://www.open-lab.net/blog/feed/ Bernhard Stoeckner <![CDATA[Improving CUDA Initialization Times Using cgroups in Certain Scenarios]]> http://www.open-lab.net/blog/?p=75534 2024-01-11T19:49:33Z 2024-01-05T22:14:41Z Many CUDA applications running on multi-GPU platforms usually use a single GPU for their compute needs. In such scenarios, a performance penalty is paid by...]]>

Many CUDA applications running on multi-GPU platforms usually use a single GPU for their compute needs. In such scenarios, a performance penalty is paid by applications because CUDA has to enumerate/initialize all the GPUs on the system. If a CUDA application does not require other GPUs to be visible and accessible, you can launch such applications by isolating the unwanted GPUs from the CUDA…

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