


{"id":394849,"date":"2024-11-21T19:05:02","date_gmt":"2024-11-21T19:05:02","guid":{"rendered":"https:\/\/innovationspace.ansys.com\/forum\/forums\/topic\/why-my-gpu-simulation-is-slower-than-cpu-simulation\/"},"modified":"2024-11-21T19:05:02","modified_gmt":"2024-11-21T19:05:02","slug":"why-my-gpu-simulation-is-slower-than-cpu-simulation","status":"publish","type":"topic","link":"https:\/\/innovationspace.ansys.com\/forum\/forums\/topic\/why-my-gpu-simulation-is-slower-than-cpu-simulation\/","title":{"rendered":"Why my GPU simulation is slower than CPU simulation"},"content":{"rendered":"<p>&lt;p&gt;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)&lt;\/p&gt;&lt;p&gt;<img decoding=\"async\" src=\"https:\/\/innovationspace.ansys.com\/forum\/wp-content\/uploads\/sites\/2\/2024\/11\/21-11-2024-1732215856-mceclip2.png\" \/>&lt;\/p&gt;<\/p>\n","protected":false},"template":"","class_list":["post-394849","topic","type-topic","status-publish","hentry","topic-tag-3DFDTD-1","topic-tag-gpu"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.10 - aioseo.com -->\n\t<meta name=\"description\" content=\"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\" \/>\n\t<meta name=\"robots\" content=\"max-image-preview:large\" \/>\n\t<link rel=\"canonical\" href=\"https:\/\/innovationspace.ansys.com\/forum\/forums\/topic\/why-my-gpu-simulation-is-slower-than-cpu-simulation\/\" \/>\n\t<meta name=\"generator\" content=\"All in One SEO (AIOSEO) 4.9.10\" \/>\n\t\t<meta property=\"og:locale\" content=\"en_US\" \/>\n\t\t<meta property=\"og:site_name\" content=\"Ansys Learning Forum | Ansys Innovation Space\" \/>\n\t\t<meta property=\"og:type\" content=\"article\" \/>\n\t\t<meta property=\"og:title\" content=\"Why my GPU simulation is slower than CPU simulation | Ansys Learning Forum\" \/>\n\t\t<meta property=\"og:description\" content=\"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. 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