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YOLOV5U-L FP16 on RTX 3090 — computer-vision inference benchmark
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| Model | YOLOV5U-L FP16 |
|---|---|
| Input | 640x640 |
| Device | RTX 3090 |
| Cameras | 16 |
| FPS / camera | 11.3 |
| Total FPS | 181.1 |
| Drop % | 2.06 |
| Max cameras (≥ 15 FPS) | 12 |
| Cameras | FPS / camera | Total FPS | Drop % | Status |
|---|---|---|---|---|
| 1 | 19.8 | 19.8 | 0.32 | PASS |
| 2 | 19.8 | 39.5 | 0.17 | PASS |
| 4 | 20.0 | 80.1 | -0.43 | PASS |
| 8 | 19.9 | 159.5 | -0.96 | PASS |
| 12 | 15.0 | 180.1 | 0.03 | PASS |
| 14 | 13.1 | 183.8 | -1.85 | FAIL |
| 16 | 11.3 | 181.1 | 2.06 | FAIL |