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YOLOV5-X FP16 on RTX 3090 — computer-vision inference benchmark
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| Model | YOLOV5-X FP16 |
|---|---|
| Input | 640x640 |
| Device | RTX 3090 |
| Cameras | 16 |
| FPS / camera | 10.3 |
| Total FPS | 165.0 |
| Drop % | -0.44 |
| Max cameras (≥ 15 FPS) | 10 |
| Cameras | FPS / camera | Total FPS | Drop % | Status |
|---|---|---|---|---|
| 1 | 20.0 | 20.0 | 0.15 | PASS |
| 2 | 19.8 | 39.5 | -0.40 | PASS |
| 4 | 19.8 | 79.2 | -0.21 | PASS |
| 8 | 19.4 | 155.4 | 0.63 | PASS |
| 10 | 16.0 | 159.5 | -0.98 | PASS |
| 12 | 13.6 | 163.4 | -1.75 | FAIL |
| 16 | 10.3 | 165.0 | -0.44 | FAIL |