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YOLOV5U-S FP16 on RTX 3090 — computer-vision inference benchmark
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| Model | YOLOV5U-S FP16 |
|---|---|
| Input | 640x640 |
| Device | RTX 3090 |
| Cameras | 40 |
| FPS / camera | 14.0 |
| Total FPS | 558.9 |
| Drop % | -1.22 |
| Max cameras (≥ 15 FPS) | 36 |
| Cameras | FPS / camera | Total FPS | Drop % | Status |
|---|---|---|---|---|
| 1 | 19.8 | 19.8 | 0.37 | PASS |
| 2 | 19.7 | 39.4 | 0.15 | PASS |
| 4 | 20.1 | 80.3 | 0.33 | PASS |
| 8 | 20.0 | 159.8 | 0.51 | PASS |
| 16 | 20.0 | 320.1 | 0.19 | PASS |
| 32 | 17.1 | 548.4 | 0.96 | PASS |
| 36 | 15.4 | 553.3 | -0.80 | PASS |
| 38 | 14.5 | 552.3 | 0.81 | FAIL |
| 40 | 14.0 | 558.9 | -1.22 | FAIL |