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Investigate the performance impact of CUDA managed memory #43

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makortel opened this issue May 18, 2020 · 1 comment
Closed
9 tasks done

Investigate the performance impact of CUDA managed memory #43

makortel opened this issue May 18, 2020 · 1 comment

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@makortel
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makortel commented May 18, 2020

I'm thinking to make a full version of cuda program that uses the CUDA managed memory (kind of follow-up to cms-patatrack/cmssw#85). The question of the performance impact seems to affect both the portability technology exploration and the evolution of the CUDA products in EDM, so maybe it is time to make a proper evaluation.

Plan

I'm thinking to have compile-time switches to

  • enable/disable cudaMemPrefetchAsync()
  • use device/managed memory for (temporary) device-only data structures
@makortel
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The evaluation was reported in vCHEP 2021

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