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YOLOV5-L FP16 on RTX 3090 — computer-vision inference benchmark
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| Model | YOLOV5-L FP16 |
|---|---|
| Input | 640x640 |
| Device | RTX 3090 |
| Cameras | 16 |
| FPS / camera | 12.7 |
| Total FPS | 202.9 |
| Drop % | -0.41 |
| Max cameras (≥ 15 FPS) | 12 |
| Cameras | FPS / camera | Total FPS | Drop % | Status |
|---|---|---|---|---|
| 1 | 19.8 | 19.8 | 0.79 | PASS |
| 2 | 19.7 | 39.5 | 0.55 | PASS |
| 4 | 19.9 | 79.5 | 0.38 | PASS |
| 8 | 19.8 | 158.4 | 0.43 | PASS |
| 12 | 16.6 | 199.2 | -0.48 | PASS |
| 14 | 14.4 | 201.4 | -0.97 | FAIL |
| 16 | 12.7 | 202.9 | -0.41 | FAIL |