12. Datasheet (TIOVX Apps)

  1. FPS : Effective framerate at which the application runs

  2. Total time : Average time taken to process each frame, which includes pre-processing, inference and post-processing time

  3. Inference time : Average time taken to infer each frame

  4. CPU loading : Loading on different CPU cores present

  5. DDR BW : DDR read and write BW used

  6. HWA Loading : Loading on different Hardware accelerators present

Following are the latest performance numbers of the edgeai-tiovx-apps:

12.1. Source : Video

Resolution : 1280x768
Encoding : h264

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

2.24

24.00

0.00

0.00

0.00

38.58

13.70

831

587

1418

60

3.896

TFL-OD-2020-ssdLite-mobDet-DSP-coco-320x320

1.87

32.00

0.00

0.00

0.00

38.61

13.70

1121

563

1684

60

5.245

ONR-CL-6360-regNetx-200mf

1.75

19.00

1.00

1.00

1.00

38.34

13.64

1.63

979

570

1549

60

2.94

TFL-CL-0000-mobileNetV1-mlperf

2.25

10.00

0.00

0.00

0.00

38.51

13.72

1.63

850

589

1439

60

1.582

12.2. Source : CSI Camera with VISS (imx219)

Capture Framerate : 30 fps
Resolution : 1920x1080
format : SRGGB8

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

1.08

12.00

0.00

0.00

0.00

9.26

21.69

6.61

1.79

588

368

956

30

3.863

TFL-OD-2020-ssdLite-mobDet-DSP-coco-320x320

0.72

16.00

1.00

1.00

0.00

9.26

21.69

6.61

1.43

722

345

1067

30

5.201

ONR-CL-6360-regNetx-200mf

0.96

10.00

0.00

0.00

0.00

9.26

21.67

6.60

1.04

636

337

973

30

2.954

TFL-CL-0000-mobileNetV1-mlperf

0.72

5.00

0.00

1.00

1.00

9.26

21.65

6.59

1.05

579

347

926

30

1.589