Upload Date | October 17 2024 02:03 AM |
Views | 11 |
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 | userspace |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 4 part 3339 revision 0 |
Base Frequency | 2.00 GHz |
Cluster 1 | 4 Cores @ 2.00 GHz |
Cluster 2 | 3 Cores @ 2.21 GHz |
Cluster 3 | 1 Core @ 2.55 GHz |
Memory Information | |
---|---|
Size | 3.30 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
236
44.0 IPS |
|
Image Classification (HP)
|
100% |
341
63.4 IPS |
|
Image Classification (Q)
|
99% |
24
4.45 IPS |
|
Image Segmentation (SP)
|
100% |
339
5.50 IPS |
|
Image Segmentation (HP)
|
100% |
522
8.46 IPS |
|
Image Segmentation (Q)
|
98% |
155
2.52 IPS |
|
Pose Estimation (SP)
|
100% |
1647
1.92 IPS |
|
Pose Estimation (HP)
|
100% |
888
1.04 IPS |
|
Pose Estimation (Q)
|
96% |
23700
27.8 IPS |
|
Object Detection (SP)
|
100% |
250
19.8 IPS |
|
Object Detection (HP)
|
99% |
363
28.8 IPS |
|
Object Detection (Q)
|
86% |
31
2.47 IPS |
|
Face Detection (SP)
|
100% |
776
9.22 IPS |
|
Face Detection (HP)
|
100% |
1048
12.5 IPS |
|
Face Detection (Q)
|
97% |
52
0.61 IPS |
|
Depth Estimation (SP)
|
100% |
1102
8.49 IPS |
|
Depth Estimation (HP)
|
98% |
1091
8.43 IPS |
|
Depth Estimation (Q)
|
65% |
168
1.50 IPS |
|
Style Transfer (SP)
|
100% |
707
0.91 IPS |
|
Style Transfer (HP)
|
100% |
297
0.38 IPS |
|
Style Transfer (Q)
|
98% |
753
0.97 IPS |
|
Image Super-Resolution (SP)
|
100% |
571
21.1 IPS |
|
Image Super-Resolution (HP)
|
100% |
434
16.0 IPS |
|
Image Super-Resolution (Q)
|
97% |
2745
101.7 IPS |
|
Text Classification (SP)
|
100% |
43
56.8 IPS |
|
Text Classification (HP)
|
100% |
114
152.8 IPS |
|
Text Classification (Q)
|
0
|
||
Machine Translation (SP)
|
100% |
116
1.99 IPS |
|
Machine Translation (HP)
|
100% |
191
3.30 IPS |
|
Machine Translation (Q)
|
57% |
128
3.13 IPS |