AI Based Object Redaction - Performance - Jetson Xavier AGX
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Xavier AGX
In this section, you will find the performance for the methods separated and for all of them together for a face redaction application on Jetson AGX Xavier running Jetpack 5.1.2.
CPU
| Image 1080p- 7 faces | ||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Platform | Xavier AGX(Desktop Mode ) | |||||||||||||||||||||||
| Method | Convert | Detect | Track | Redact | ||||||||||||||||||||
| Num threads | 1 | 4 | 1 | 4 | 1 | 4 | 1 | 4 | ||||||||||||||||
| Stat | CPU% | Processing time | FPS | CPU% | Processing time | FPS | CPU% | Processing time | FPS | CPU% | Processing Time | FPS | CPU% | Processing Time | FPS | CPU% | Processing time | FPS | CPU% | Processing Time | FPS | CPU% | Processing time | FPS |
| Value | All: 9.12% Core: 9.12% |
3,069 ms | 325.84 | All: 9.05% Core: 36.21% |
2,968 ms | 336.93 | All: 18.51% Core: 74.03% |
99,577 ms | 10,04 | All: 18.72% Core: 74.86% |
103,367 ms | 9.67 | All: 6.71% Core: 26.83% |
11,889 ms | 84,11 | All: 6.83% Core: 27.32% |
12,093 ms | 82,69 | All: 21.35% Core: 85.38% |
195,167 ms | 5,12 | All: 21.31% Core: 85.25% |
194,899 ms | 5,12 |
| Image 1080p- 7 faces | ||||||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Platform | Xavier AGX(8-cores 30W Mode ) | |||||||||||||||||||||||
| Method | Convert | Detect | Track | Redact | ||||||||||||||||||||
| Num threads | 1 | 4 | 1 | 4 | 1 | 4 | 1 | 4 | ||||||||||||||||
| Stat | CPU% | Processing time | FPS | CPU% | Processing time | FPS | CPU% | Processing time | FPS | CPU% | Processing Time | FPS | CPU% | Processing Time | FPS | CPU% | Processing time | FPS | CPU% | Processing Time | FPS | CPU% | Processing time | FPS |
| Value | All: 5.95% Core: 47.57% |
2.075 ms | 481.93 | All: 5.88% Core: 47.04% |
2.189 ms | 456.83 | All: 10.52% Core: 84.14% |
204.358 ms | 4.89 | All: 10.51% Core: 84.09% |
203.679 ms | 4.9 | All: 3.35% Core: 26.77% |
11.672 ms | 85.68 | All: 3.26% Core: 26.05% |
11.459 ms | 87.27 | All: 11.32% Core: 90.55% |
363.230 ms | 2.75 | All: 11.42% Core: 91.39% |
359.669 ms | 2.78 |