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YOLOV5-M FP16 on GB10 — computer-vision inference benchmark
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| Model | YOLOV5-M FP16 |
|---|---|
| Input | 640x640 |
| Device | GB10 |
| Cameras | 32 |
| FPS / camera | 10.0 |
| Total FPS | 318.3 |
| Drop % | -0.11 |
| Max cameras (≥ 15 FPS) | 20 |
| Cameras | FPS / camera | Total FPS | Drop % | Status |
|---|---|---|---|---|
| 1 | 19.8 | 19.8 | 0.49 | PASS |
| 2 | 19.9 | 39.8 | -0.35 | PASS |
| 4 | 20.1 | 80.3 | -0.39 | PASS |
| 8 | 20.1 | 160.7 | -0.29 | PASS |
| 16 | 19.9 | 318.9 | -0.47 | PASS |
| 20 | 16.1 | 322.5 | -0.21 | PASS |
| 22 | 14.7 | 323.8 | -0.73 | FAIL |
| 24 | 13.6 | 326.5 | 0.20 | FAIL |
| 32 | 10.0 | 318.3 | -0.11 | FAIL |