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YOLOV8-M FP16 on RTX 3090 — computer-vision inference benchmark
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| Model | YOLOV8-M FP16 |
|---|---|
| Input | 640x640 |
| Device | RTX 3090 |
| Cameras | 32 |
| FPS / camera | 7.8 |
| Total FPS | 248.4 |
| Drop % | -0.42 |
| Max cameras (≥ 15 FPS) | 16 |
| Cameras | FPS / camera | Total FPS | Drop % | Status |
|---|---|---|---|---|
| 1 | 19.8 | 19.8 | -0.18 | PASS |
| 2 | 19.9 | 39.8 | -0.39 | PASS |
| 4 | 20.0 | 80.0 | -0.11 | PASS |
| 8 | 19.7 | 157.7 | 0.69 | PASS |
| 16 | 15.7 | 251.1 | -1.79 | PASS |
| 18 | 13.5 | 243.0 | 0.92 | FAIL |
| 20 | 12.3 | 246.4 | -1.39 | FAIL |
| 24 | 10.4 | 248.3 | -0.33 | FAIL |
| 32 | 7.8 | 248.4 | -0.42 | FAIL |