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TrafficCamNet INT8 on GB10 — computer-vision inference benchmark

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Model	TrafficCamNet INT8
Input	960x544
Device	GB10
Cameras	48
FPS / camera	11.1
Total FPS	531.2
Drop %	0.55
Max cameras (≥ 15 FPS)	38

Cameras	FPS / camera	Total FPS	Drop %	Status
1	20.2	20.2	0.20	PASS
2	20.1	40.2	-0.13	PASS
4	19.8	79.4	-0.37	PASS
8	20.0	160.0	-0.20	PASS
16	20.0	320.8	-0.19	PASS
32	19.8	633.2	0.25	PASS
36	15.0	541.9	-0.29	PASS
38	16.5	626.2	0.02	PASS
40	13.4	537.0	0.19	FAIL
48	11.1	531.2	0.55	FAIL