PowerSensor3
PowerSensor is a low-cost, custom-built device that measures the instantaneous power consumption of GPUs and other devices at a high time resolution.
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Description
PowerSensor is a tool that measures the instantaneous power consumption of PCIe cards and SoC development boards like GPUs, Xeon Phis, FPGAs, DSPs, and network cards, at sub-millisecond time scale. It consists of a commodity microcontroller, commodity current sensors, and (for PCIe devices) a PCIe riser card. The microcontroller reports measurements to the host via USB. A small host library allows an application to determine its own energy efficiency. The high time resolution provides much better insight into energy usage than low-resolution built-in power meters (if available at all), as PowerSensor enables analysis of individual compute kernels.
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Mentions
- 1.Author(s): Saurabhsingh Rajput, Tushar SharmaPublished in 202610.1145/3803437.3806429
- 2.Author(s): Joseph Kanichai, Krijn Doekemeijer, Steven van der Vlugt, Dante Niewenhuis, Tiziano De Matteis, Animesh TrivediPublished in 202610.1109/iiswc71020.2026.00056
- 3.Author(s): Floris-Jan Willemsen, Stijn Heldens, Rob V. van Nieuwpoort, Ben van WerkhovenPublished in 202610.1109/ipdpsw71298.2026.00033
- 4.Author(s): Hemang Jain, Shailender Goyal, Divyansh Pandey, Karthik VaidhyanathanPublished in 202610.18653/2026.emnlp-main.21
- 5.Author(s): Floris-Jan Willemsen, Evelyne Ringoot, Alan EdelmanPublished in 202610.1145/3816891.3834891
- 6.Author(s): Afzal, Ayesha, Hager, Georg, Wellein, GerhardPublished in 202610.48550/arxiv.2604.08182
- 7.Author(s): Steven van der Vlugt, Leon Oostrum, Gijs Schoonderbeek, Ben van Werkhoven, Bram Veenboer, Krijn Doekemeijer, John W. RomeinPublished by arXiv in 202510.48550/arxiv.2504.17883
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