Upload Date | November 08 2024 08:42 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 15 |
Model | UNISOC ums9620_2h10_native |
Model ID | UNISOC ums9620_2h10_native |
Motherboard | ums9620_2h10 |
Governor | uscfreq |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 4 part 3339 revision 0 |
Base Frequency | 2.18 GHz |
Cluster 1 | 4 Cores @ 2.18 GHz |
Cluster 2 | 3 Cores @ 2.30 GHz |
Cluster 3 | 1 Core @ 2.70 GHz |
Memory Information | |
---|---|
Size | 7.22 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
80
15.0 IPS |
|
Image Classification (HP)
|
100% |
81
15.1 IPS |
|
Image Classification (Q)
|
99% |
685
127.8 IPS |
|
Image Segmentation (SP)
|
100% |
111
1.80 IPS |
|
Image Segmentation (HP)
|
100% |
111
1.80 IPS |
|
Image Segmentation (Q)
|
98% |
641
10.4 IPS |
|
Pose Estimation (SP)
|
100% |
138
0.16 IPS |
|
Pose Estimation (HP)
|
100% |
138
0.16 IPS |
|
Pose Estimation (Q)
|
96% |
22741
26.6 IPS |
|
Object Detection (SP)
|
100% |
80
6.33 IPS |
|
Object Detection (HP)
|
100% |
80
6.33 IPS |
|
Object Detection (Q)
|
84% |
586
47.2 IPS |
|
Face Detection (SP)
|
100% |
220
2.62 IPS |
|
Face Detection (HP)
|
100% |
221
2.63 IPS |
|
Face Detection (Q)
|
97% |
2008
23.9 IPS |
|
Depth Estimation (SP)
|
100% |
171
1.31 IPS |
|
Depth Estimation (HP)
|
99% |
171
1.32 IPS |
|
Depth Estimation (Q)
|
63% |
846
7.91 IPS |
|
Style Transfer (SP)
|
100% |
302
0.39 IPS |
|
Style Transfer (HP)
|
100% |
303
0.39 IPS |
|
Style Transfer (Q)
|
87% |
4129
5.37 IPS |
|
Image Super-Resolution (SP)
|
100% |
81
3.01 IPS |
|
Image Super-Resolution (HP)
|
100% |
81
2.99 IPS |
|
Image Super-Resolution (Q)
|
97% |
1716
63.6 IPS |
|
Text Classification (SP)
|
100% |
115
153.6 IPS |
|
Text Classification (HP)
|
100% |
115
153.4 IPS |
|
Text Classification (Q)
|
91% |
32
43.0 IPS |
|
Machine Translation (SP)
|
100% |
189
3.25 IPS |
|
Machine Translation (HP)
|
100% |
190
3.27 IPS |
|
Machine Translation (Q)
|
57% |
123
2.99 IPS |