Upload Date | November 21 2024 01:52 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
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 | 5.62 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
101
18.7 IPS |
|
Image Classification (HP)
|
100% |
101
18.7 IPS |
|
Image Classification (Q)
|
100% |
213
39.5 IPS |
|
Image Segmentation (SP)
|
100% |
129
2.10 IPS |
|
Image Segmentation (HP)
|
100% |
130
2.11 IPS |
|
Image Segmentation (Q)
|
98% |
265
4.30 IPS |
|
Pose Estimation (SP)
|
100% |
518
0.60 IPS |
|
Pose Estimation (HP)
|
100% |
518
0.60 IPS |
|
Pose Estimation (Q)
|
84% |
403
0.48 IPS |
|
Object Detection (SP)
|
100% |
101
8.02 IPS |
|
Object Detection (HP)
|
100% |
101
8.03 IPS |
|
Object Detection (Q)
|
83% |
206
16.6 IPS |
|
Face Detection (SP)
|
100% |
340
4.04 IPS |
|
Face Detection (HP)
|
100% |
341
4.05 IPS |
|
Face Detection (Q)
|
95% |
587
7.01 IPS |
|
Depth Estimation (SP)
|
100% |
313
2.41 IPS |
|
Depth Estimation (HP)
|
99% |
419
3.23 IPS |
|
Depth Estimation (Q)
|
64% |
458
4.20 IPS |
|
Style Transfer (SP)
|
89% |
854
1.11 IPS |
|
Style Transfer (HP)
|
89% |
858
1.11 IPS |
|
Style Transfer (Q)
|
98% |
1041
1.34 IPS |
|
Image Super-Resolution (SP)
|
100% |
240
8.86 IPS |
|
Image Super-Resolution (HP)
|
100% |
238
8.78 IPS |
|
Image Super-Resolution (Q)
|
97% |
253
9.36 IPS |
|
Text Classification (SP)
|
100% |
121
162.1 IPS |
|
Text Classification (HP)
|
100% |
120
160.3 IPS |
|
Text Classification (Q)
|
88% |
197
265.3 IPS |
|
Machine Translation (SP)
|
100% |
221
3.80 IPS |
|
Machine Translation (HP)
|
100% |
217
3.74 IPS |
|
Machine Translation (Q)
|
50% |
144
5.10 IPS |