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Photonics

Photonics

Topics related to Lumerical and more.

Why my GPU simulation is slower than CPU simulation

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    • lin.deng
      Subscriber

      I ran a simple simulation involving subwavelength structures with periodic boundary conditions on both the CPU and GPU using our workstation. The system is equipped with a Ryzen 9 7950X CPU, 128 GB of DDR5 RAM, and an RTX 4080 GPU. For a 3D simulation, the CPU completed the task in 90 seconds, while the GPU took 150 seconds. I did not enable time monitors during the GPU simulation, as the documentation suggested that they could limit GPU performance. I expected the GPU to outperform the CPU in terms of speed. Could you help me understand why the GPU was slower and how to solve this problem (if possible)

    • Lito
      Ansys Employee

      We currently have not done any tests on gaming GPU like the RTX 4080. We dont know why the simulation runs slower on RTX 4080. 

      There are a few factors that could affect the performance, e.g. the simulation/model itself. The bandwidth of the machine/GPU. We have the following examples for GPU and CPU that you can use to test/benchmark. >>GPU Acceleration for Grating Coupler Optimizations in the Cloud with Ansys Access on Microsoft Azure – Ansys Optics<<

      Compare the example when running on your system vs RTX 4080 GPU.

       

       
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