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YOLOV5U-M FP16 on RTX 3090 — computer-vision inference benchmark
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| Model | YOLOV5U-M FP16 |
|---|---|
| Input | 640x640 |
| Device | RTX 3090 |
| Cameras | 32 |
| FPS / camera | 9.1 |
| Total FPS | 290.1 |
| Drop % | 0.41 |
| Max cameras (≥ 15 FPS) | 18 |
| Cameras | FPS / camera | Total FPS | Drop % | Status |
|---|---|---|---|---|
| 1 | 20.0 | 20.0 | 0.00 | PASS |
| 2 | 19.9 | 39.8 | -0.32 | PASS |
| 4 | 20.0 | 80.2 | 0.56 | PASS |
| 8 | 19.8 | 158.8 | 0.96 | PASS |
| 16 | 17.9 | 286.2 | -0.69 | PASS |
| 18 | 15.7 | 283.0 | -0.18 | PASS |
| 20 | 14.1 | 282.3 | 1.04 | FAIL |
| 24 | 11.9 | 285.6 | 1.13 | FAIL |
| 32 | 9.1 | 290.1 | 0.41 | FAIL |