Upload Date | December 26 2024 08:17 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device | Qualcomm Snapdragon 855 |
System Information | |
---|---|
Operating System | Android 14 |
Model | OnePlus 7 |
Model ID | OnePlus GM1901 |
Motherboard | msmnile |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 5.33 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
413
76.7 IPS |
|
Image Classification (HP)
|
100% |
575
107.0 IPS |
|
Image Classification (Q)
|
97% |
1186
221.3 IPS |
|
Image Segmentation (SP)
|
100% |
515
8.34 IPS |
|
Image Segmentation (HP)
|
100% |
199
3.22 IPS |
|
Image Segmentation (Q)
|
98% |
1051
17.1 IPS |
|
Pose Estimation (SP)
|
100% |
1254
1.46 IPS |
|
Pose Estimation (HP)
|
100% |
2990
3.49 IPS |
|
Pose Estimation (Q)
|
96% |
10825
12.7 IPS |
|
Object Detection (SP)
|
100% |
395
31.3 IPS |
|
Object Detection (HP)
|
100% |
150
11.9 IPS |
|
Object Detection (Q)
|
85% |
1264
101.7 IPS |
|
Face Detection (SP)
|
100% |
1005
11.9 IPS |
|
Face Detection (HP)
|
100% |
369
4.38 IPS |
|
Face Detection (Q)
|
97% |
3180
37.9 IPS |
|
Depth Estimation (SP)
|
99% |
433
3.33 IPS |
|
Depth Estimation (HP)
|
99% |
312
2.40 IPS |
|
Depth Estimation (Q)
|
22% |
243
55.6 IPS |
|
Style Transfer (SP)
|
100% |
716
0.92 IPS |
|
Style Transfer (HP)
|
100% |
503
0.65 IPS |
|
Style Transfer (Q)
|
98% |
2961
3.82 IPS |
|
Image Super-Resolution (SP)
|
100% |
707
26.1 IPS |
|
Image Super-Resolution (HP)
|
100% |
1350
49.8 IPS |
|
Image Super-Resolution (Q)
|
97% |
4874
180.6 IPS |
|
Text Classification (SP)
|
71% |
4
5.17 IPS |
|
Text Classification (HP)
|
100% |
215
287.5 IPS |
|
Text Classification (Q)
|
93% |
100
134.3 IPS |
|
Machine Translation (SP)
|
100% |
111
1.92 IPS |
|
Machine Translation (HP)
|
100% |
359
6.18 IPS |
|
Machine Translation (Q)
|
0
|