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YOLOV5U-X FP16 on RTX 3090 — computer-vision inference benchmark
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| Model | YOLOV5U-X FP16 |
|---|---|
| Input | 640x640 |
| Device | RTX 3090 |
| Cameras | 16 |
| FPS / camera | 9.1 |
| Total FPS | 145.3 |
| Drop % | 0.40 |
| Max cameras (≥ 15 FPS) | 8 |
| Cameras | FPS / camera | Total FPS | Drop % | Status |
|---|---|---|---|---|
| 1 | 20.0 | 20.0 | 0.19 | PASS |
| 2 | 19.9 | 39.8 | 0.62 | PASS |
| 4 | 19.9 | 79.5 | 0.83 | PASS |
| 8 | 17.3 | 138.6 | -0.46 | PASS |
| 10 | 14.1 | 141.0 | -0.35 | FAIL |
| 12 | 12.1 | 145.5 | -2.82 | FAIL |
| 16 | 9.1 | 145.3 | 0.40 | FAIL |