12. Datasheet (TIOVX Apps)¶
FPS : Effective framerate at which the application runs
Total time : Average time taken to process each frame, which includes pre-processing, inference and post-processing time
Inference time : Average time taken to infer each frame
CPU loading : Loading on different CPU cores present
DDR BW : DDR read and write BW used
HWA Loading : Loading on different Hardware accelerators present
Following are the latest performance numbers of the edgeai-tiovx-apps:
12.1. Source : Video¶
Model Name |
MPU Load (%) |
C7x_0 Load (%) |
C7x_1 Load (%) |
C7x_2 Load (%) |
C7x_3 Load (%) |
MSC0 Load (%) |
MSC1 Load (%) |
DDR Read BW (MB/s) |
DDR Write BW (MB/s) |
DDR Total BW (MB/s) |
FPS |
Inference time (ms) |
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ONR-OD-8200-yolox-nano-lite-mmdet-coco-416x416 |
14.53 |
25.00 |
0.00 |
0.00 |
0.00 |
34.69 |
18.50 |
866 |
611 |
1477 |
60 |
4.020 |
|
TFL-OD-2020-ssdLite-mobDet-DSP-coco-320x320 |
14.07 |
33.00 |
0.00 |
1.00 |
1.00 |
33.99 |
19.18 |
1144 |
577 |
1721 |
60 |
5.317 |
|
ONR-CL-6360-regNetx-200mf |
13.85 |
19.00 |
0.00 |
0.00 |
1.00 |
33.96 |
19.13 |
1.49 |
987 |
572 |
1559 |
60 |
3.06 |
TFL-CL-0000-mobileNetV1-mlperf |
14.35 |
11.00 |
0.00 |
0.00 |
0.00 |
34.11 |
19.43 |
1.49 |
863 |
586 |
1449 |
60 |
1.610 |
12.2. Source : CSI Camera with VISS (imx219)¶
Model Name |
MPU Load (%) |
C7x_0 Load (%) |
C7x_1 Load (%) |
C7x_2 Load (%) |
C7x_3 Load (%) |
VISS Load (%) |
MSC0 Load (%) |
MSC1 Load (%) |
MSC1_1 Load (%) |
DDR Read BW (MB/s) |
DDR Write BW (MB/s) |
DDR Total BW (MB/s) |
FPS |
Inference time (ms) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
ONR-OD-8200-yolox-nano-lite-mmdet-coco-416x416 |
0.84 |
13.00 |
0.00 |
0.00 |
0.00 |
9.37 |
17.69 |
6.73 |
1.38 |
582 |
359 |
941 |
30 |
3.987 |
TFL-OD-2020-ssdLite-mobDet-DSP-coco-320x320 |
0.84 |
17.00 |
0.00 |
0.00 |
1.00 |
9.37 |
17.69 |
6.73 |
1.13 |
725 |
351 |
1076 |
30 |
5.273 |
ONR-CL-6360-regNetx-200mf |
1.08 |
10.00 |
0.00 |
0.00 |
1.00 |
9.37 |
17.65 |
6.73 |
0.87 |
641 |
337 |
978 |
30 |
3.062 |
TFL-CL-0000-mobileNetV1-mlperf |
1.20 |
6.00 |
0.00 |
0.00 |
1.00 |
9.37 |
17.68 |
6.72 |
0.88 |
576 |
342 |
918 |
30 |
1.609 |