Upload Date | November 08 2024 10:27 AM |
Views | 11 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 15 |
Model | UNISOC ums9230_6h10_Natv |
Model ID | UNISOC ums9230_6h10_Natv |
Motherboard | ums9230_6h10 |
Governor | uscfreq |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 3 part 3338 revision 1 |
Base Frequency | 1.82 GHz |
Cluster 1 | 6 Cores @ 1.82 GHz |
Cluster 2 | 2 Cores @ 2.21 GHz |
Memory Information | |
---|---|
Size | 5.57 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
49
9.16 IPS |
|
Image Classification (HP)
|
100% |
50
9.37 IPS |
|
Image Classification (Q)
|
99% |
91
17.0 IPS |
|
Image Segmentation (SP)
|
100% |
69
1.13 IPS |
|
Image Segmentation (HP)
|
100% |
70
1.13 IPS |
|
Image Segmentation (Q)
|
98% |
122
1.98 IPS |
|
Pose Estimation (SP)
|
100% |
96
0.11 IPS |
|
Pose Estimation (HP)
|
100% |
94
0.11 IPS |
|
Pose Estimation (Q)
|
98% |
219
0.26 IPS |
|
Object Detection (SP)
|
100% |
51
4.05 IPS |
|
Object Detection (HP)
|
100% |
51
4.08 IPS |
|
Object Detection (Q)
|
87% |
91
7.31 IPS |
|
Face Detection (SP)
|
100% |
133
1.57 IPS |
|
Face Detection (HP)
|
100% |
134
1.59 IPS |
|
Face Detection (Q)
|
97% |
266
3.17 IPS |
|
Depth Estimation (SP)
|
100% |
116
0.90 IPS |
|
Depth Estimation (HP)
|
99% |
117
0.90 IPS |
|
Depth Estimation (Q)
|
64% |
193
1.75 IPS |
|
Style Transfer (SP)
|
100% |
225
0.29 IPS |
|
Style Transfer (HP)
|
100% |
224
0.29 IPS |
|
Style Transfer (Q)
|
98% |
472
0.61 IPS |
|
Image Super-Resolution (SP)
|
100% |
58
2.16 IPS |
|
Image Super-Resolution (HP)
|
100% |
58
2.16 IPS |
|
Image Super-Resolution (Q)
|
97% |
132
4.89 IPS |
|
Text Classification (SP)
|
100% |
73
97.1 IPS |
|
Text Classification (HP)
|
100% |
72
96.5 IPS |
|
Text Classification (Q)
|
91% |
114
153.1 IPS |
|
Machine Translation (SP)
|
100% |
124
2.13 IPS |
|
Machine Translation (HP)
|
100% |
125
2.15 IPS |
|
Machine Translation (Q)
|
57% |
72
1.75 IPS |