Performance Test - wom-ai/inference_results_v1.0 GitHub Wiki
Overall
SSDMobilenetV1 (ssd_mobilenet_v1_coco_2018_01_28)
|
GeforceRTX3080Laptop |
GeforceRTX2080Ti |
GeforceRTX1080Ti |
Xavier |
| TRT6.0.1(v0.5) |
none (none ms) |
1456.14 (0.68 ms) |
842.59 (1.186 ms) |
664.36 (1.505 ms) |
| TRT7.2.3(v1.0 this) |
3714.70 ( 0.269 ms) |
2237.40 (0.446 ms) |
1241.36 (0.805 ms) |
963.66 (1.037 ms) |
SSDMobilenetV2 (ssd_mobilenet_v2_coco_2018_03_29)
|
GeforceRTX3080Laptop |
GeforceRTX2080Ti |
GeforceRTX1080Ti |
Xavier |
| TRT6.0.1(v0.5) |
none (none ms) |
667.89 (1.497 ms) |
514.85 (1.942 ms) |
X ( X ms) |
| TRT7.2.3(v1.0 this) |
1998.16 ( 0.500 ms) |
1105.58 (0.904 ms) |
718.13 (1.392 ms) |
X (X ms) |
SSDLiteMobilenetV2 (ssdlite_mobilenet_v2_coco_2018_05_09)
|
GeforceRTX3080Laptop |
GeforceRTX2080Ti |
GeforceRTX1080Ti |
Xavier |
| TRT6.0.1(v0.5) |
none (none ms) |
1087.70 (0.919 ms) |
733.56 (1.363 ms) |
X ( X ms) |
| TRT7.2.3(v1.0 this) |
2231.29 ( 0.448 ms) |
1394.88 (0.716 ms) |
908.34 (1.100 ms) |
X (X ms) |
SSDInceptionV2 (ssd_inception_v2_coco_2018_01_28)
|
GeforceRTX3080Laptop |
GeforceRTX2080Ti |
GeforceRTX1080Ti |
Xavier |
| TRT6.0.1(v0.5) |
none (none ms) |
500.89 (1.996 ms) |
385.31 (2.595 ms) |
X ( X ms) |
| TRT7.2.3(v1.0 this) |
1313.02 ( 0.761 ms) |
714.14 (1.400 ms) |
498.24 (2.007 ms) |
X (X ms) |