CV Inference Benchmark Explorer
YOLOX-X FP16 on RTX 3090 — computer-vision inference benchmark
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| Model | YOLOX-X FP16 |
|---|---|
| Input | 640x640 |
| Device | RTX 3090 |
| Cameras | 16 |
| FPS / camera | 8.3 |
| Total FPS | 133.4 |
| Drop % | -0.62 |
| Max cameras (≥ 15 FPS) | 8 |
| Cameras | FPS / camera | Total FPS | Drop % | Status |
|---|---|---|---|---|
| 1 | 19.7 | 19.7 | 0.93 | PASS |
| 2 | 20.0 | 40.0 | -0.79 | PASS |
| 4 | 19.9 | 79.7 | -0.16 | PASS |
| 8 | 15.8 | 126.0 | 0.48 | PASS |
| 10 | 12.8 | 127.6 | 0.88 | FAIL |
| 12 | 10.9 | 130.5 | 0.20 | FAIL |
| 16 | 8.3 | 133.4 | -0.62 | FAIL |