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LPDNet INT8 on GB10 — computer-vision inference benchmark
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| Model | LPDNet INT8 |
|---|---|
| Input | 640x480 |
| Device | GB10 |
| Cameras | 64 |
| FPS / camera | 13.1 |
| Total FPS | 838.4 |
| Drop % | -0.29 |
| Max cameras (≥ 15 FPS) | 54 |
| Cameras | FPS / camera | Total FPS | Drop % | Status |
|---|---|---|---|---|
| 1 | 19.9 | 19.9 | 0.65 | PASS |
| 2 | 19.9 | 39.8 | 0.38 | PASS |
| 4 | 19.8 | 79.4 | 0.48 | PASS |
| 8 | 19.9 | 159.0 | 0.29 | PASS |
| 16 | 20.0 | 320.1 | 0.11 | PASS |
| 32 | 19.8 | 633.1 | 0.37 | PASS |
| 48 | 17.8 | 856.4 | 0.20 | PASS |
| 52 | 16.0 | 834.4 | 0.54 | PASS |
| 54 | 15.5 | 837.4 | -0.21 | PASS |
| 56 | 12.4 | 694.2 | -0.05 | FAIL |
| 64 | 13.1 | 838.4 | -0.29 | FAIL |