Upload Date | November 13 2024 04:15 AM |
Views | 2 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
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 | 1.61 GHz |
Cluster 1 | 6 Cores @ 1.61 GHz |
Cluster 2 | 2 Cores @ 1.82 GHz |
Memory Information | |
---|---|
Size | 5.57 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
44
8.25 IPS |
|
Image Classification (HP)
|
100% |
81
15.0 IPS |
|
Image Classification (Q)
|
99% |
79
14.7 IPS |
|
Image Segmentation (SP)
|
100% |
69
1.12 IPS |
|
Image Segmentation (HP)
|
100% |
111
1.80 IPS |
|
Image Segmentation (Q)
|
98% |
109
1.77 IPS |
|
Pose Estimation (SP)
|
100% |
41
0.05 IPS |
|
Pose Estimation (HP)
|
100% |
48
0.06 IPS |
|
Pose Estimation (Q)
|
96% |
47
0.06 IPS |
|
Object Detection (SP)
|
100% |
38
2.99 IPS |
|
Object Detection (HP)
|
100% |
63
5.01 IPS |
|
Object Detection (Q)
|
83% |
61
4.95 IPS |
|
Face Detection (SP)
|
100% |
145
1.72 IPS |
|
Face Detection (HP)
|
100% |
221
2.62 IPS |
|
Face Detection (Q)
|
97% |
209
2.50 IPS |
|
Depth Estimation (SP)
|
100% |
77
0.59 IPS |
|
Depth Estimation (HP)
|
99% |
102
0.78 IPS |
|
Depth Estimation (Q)
|
62% |
82
0.78 IPS |
|
Style Transfer (SP)
|
100% |
153
0.20 IPS |
|
Style Transfer (HP)
|
100% |
212
0.27 IPS |
|
Style Transfer (Q)
|
98% |
211
0.27 IPS |
|
Image Super-Resolution (SP)
|
100% |
40
1.46 IPS |
|
Image Super-Resolution (HP)
|
100% |
60
2.21 IPS |
|
Image Super-Resolution (Q)
|
97% |
59
2.20 IPS |
|
Text Classification (SP)
|
100% |
63
83.6 IPS |
|
Text Classification (HP)
|
100% |
63
83.5 IPS |
|
Text Classification (Q)
|
91% |
95
127.2 IPS |
|
Machine Translation (SP)
|
100% |
108
1.86 IPS |
|
Machine Translation (HP)
|
100% |
107
1.84 IPS |
|
Machine Translation (Q)
|
57% |
60
1.47 IPS |