Upload Date | November 18 2024 05:04 PM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Snapdragon 865 |
System Information | |
---|---|
Operating System | Android 14 |
Model | OnePlus 8T |
Model ID | OnePlus KB2003 |
Motherboard | kona |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 7.35 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
523
97.2 IPS |
|
Image Classification (HP)
|
100% |
550
102.3 IPS |
|
Image Classification (Q)
|
100% |
1471
273.6 IPS |
|
Image Segmentation (SP)
|
100% |
665
10.8 IPS |
|
Image Segmentation (HP)
|
100% |
670
10.9 IPS |
|
Image Segmentation (Q)
|
98% |
1709
27.8 IPS |
|
Pose Estimation (SP)
|
100% |
2458
2.87 IPS |
|
Pose Estimation (HP)
|
100% |
2352
2.74 IPS |
|
Pose Estimation (Q)
|
84% |
3814
4.52 IPS |
|
Object Detection (SP)
|
100% |
542
43.0 IPS |
|
Object Detection (HP)
|
100% |
542
43.0 IPS |
|
Object Detection (Q)
|
83% |
1458
117.7 IPS |
|
Face Detection (SP)
|
100% |
1599
19.0 IPS |
|
Face Detection (HP)
|
100% |
1620
19.2 IPS |
|
Face Detection (Q)
|
95% |
3463
41.3 IPS |
|
Depth Estimation (SP)
|
100% |
2044
15.7 IPS |
|
Depth Estimation (HP)
|
99% |
1927
14.8 IPS |
|
Depth Estimation (Q)
|
64% |
3502
32.1 IPS |
|
Style Transfer (SP)
|
89% |
4253
5.52 IPS |
|
Style Transfer (HP)
|
89% |
4209
5.46 IPS |
|
Style Transfer (Q)
|
98% |
8923
11.5 IPS |
|
Image Super-Resolution (SP)
|
100% |
1160
42.8 IPS |
|
Image Super-Resolution (HP)
|
100% |
1125
41.5 IPS |
|
Image Super-Resolution (Q)
|
97% |
2077
77.0 IPS |
|
Text Classification (SP)
|
100% |
578
771.0 IPS |
|
Text Classification (HP)
|
100% |
572
763.0 IPS |
|
Text Classification (Q)
|
88% |
948
1.28 KIPS |
|
Machine Translation (SP)
|
100% |
920
15.8 IPS |
|
Machine Translation (HP)
|
100% |
913
15.7 IPS |
|
Machine Translation (Q)
|
50% |
583
20.7 IPS |