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CPU Inference: i5-6500 hits ~80 FPS on YOLOX-nano, beating a mobile 10th-gen i5

Tested my custom object detection pipeline (YOLOX-nano + LightGBM refiner in a fixed control cell) on two different CPUs with AVX2 support. The results revealed a massive real-world performance gap between desktop and mobile environments: Desktop i5-6500 (Skylake, 2015) running Linux: ~80 FPS. An 1…

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  1. 2026-10-13 07:03 · r/deeplearning
    CPU Inference: i5-6500 hits ~80 FPS on YOLOX-nano, beating a mobile 10th-gen i5

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