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YOLOX-M FP16 on RTX 3090 — computer-vision inference benchmark

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Model	YOLOX-M FP16
Input	640x640
Device	RTX 3090
Cameras	32
FPS / camera	8.7
Total FPS	277.2
Drop %	-0.72
Max cameras (≥ 15 FPS)	18

Cameras	FPS / camera	Total FPS	Drop %	Status
1	20.0	20.0	0.20	PASS
2	19.9	39.9	-0.79	PASS
4	19.8	79.0	-0.06	PASS
8	20.1	160.6	0.37	PASS
16	16.6	265.7	0.29	PASS
18	15.0	270.2	1.46	PASS
20	13.7	273.3	-0.39	FAIL
24	11.4	274.8	0.50	FAIL
32	8.7	277.2	-0.72	FAIL