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2026-01-20 10:54:30 +08:00
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# RTX 3050 Ultralytics 优化压力测试报告
生成时间: 2026-01-17 21:32:28
## 优化策略
- 多线程并行推理
- 大批次处理
- GPU 预处理优化
- 优化内存管理
- 引擎缓存复用
## 1. 最大性能测试
| 分辨率 | 最大 FPS | 预期 GPU 利用率 |
|--------|----------|----------------|
| 320×320 | 0.0 | 50-70% |
| 480×480 | 0.0 | 50-70% |
## 2. 摄像头扩展性测试
| 分辨率 | 摄像头数 | 单路 FPS |
|--------|----------|----------|
| 320×320 | 1 | 0.0 |
| 320×320 | 3 | 0.0 |
| 320×320 | 5 | 0.0 |
| 320×320 | 10 | 0.0 |
| 320×320 | 15 | 0.0 |
| 320×320 | 30 | 0.0 |
| 480×480 | 1 | 0.0 |
| 480×480 | 3 | 0.0 |
| 480×480 | 5 | 0.0 |
| 480×480 | 10 | 0.0 |
| 480×480 | 15 | 0.0 |
| 480×480 | 30 | 0.0 |
## 3. 性能对比
与之前测试对比:
- 之前最大 FPS: 33.8 (GPU 30%)
- 优化后目标: 60-100 FPS (GPU 50-70%)
- 预期提升: 2-3倍