Upload Date | November 18 2024 04:03 PM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi 2311DRK48G |
Model ID | Xiaomi 2311DRK48G |
Motherboard | duchamp |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3405 revision 0 |
Base Frequency | 2.20 GHz |
Cluster 1 | 4 Cores @ 2.20 GHz |
Cluster 2 | 3 Cores @ 3.20 GHz |
Cluster 3 | 1 Core @ 3.35 GHz |
Memory Information | |
---|---|
Size | 11.08 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
598
111.2 IPS |
|
Image Classification (HP)
|
100% |
3926
730.2 IPS |
|
Image Classification (Q)
|
99% |
7160
1.34 KIPS |
|
Image Segmentation (SP)
|
100% |
514
8.33 IPS |
|
Image Segmentation (HP)
|
100% |
3919
63.5 IPS |
|
Image Segmentation (Q)
|
98% |
1777
28.9 IPS |
|
Pose Estimation (SP)
|
100% |
5019
5.86 IPS |
|
Pose Estimation (HP)
|
100% |
17677
20.6 IPS |
|
Pose Estimation (Q)
|
95% |
72341
84.8 IPS |
|
Object Detection (SP)
|
100% |
428
34.0 IPS |
|
Object Detection (HP)
|
100% |
4111
326.1 IPS |
|
Object Detection (Q)
|
86% |
4776
384.2 IPS |
|
Face Detection (SP)
|
100% |
2074
24.6 IPS |
|
Face Detection (HP)
|
100% |
9879
117.4 IPS |
|
Face Detection (Q)
|
97% |
10833
129.2 IPS |
|
Depth Estimation (SP)
|
100% |
618
4.76 IPS |
|
Depth Estimation (HP)
|
99% |
18635
143.6 IPS |
|
Depth Estimation (Q)
|
62% |
30488
289.5 IPS |
|
Style Transfer (SP)
|
100% |
2047
2.63 IPS |
|
Style Transfer (HP)
|
100% |
462
0.59 IPS |
|
Style Transfer (Q)
|
30% |
363
5.47 IPS |
|
Image Super-Resolution (SP)
|
100% |
1599
59.1 IPS |
|
Image Super-Resolution (HP)
|
100% |
10039
370.7 IPS |
|
Image Super-Resolution (Q)
|
41% |
6798
990.1 IPS |
|
Text Classification (SP)
|
100% |
68
90.8 IPS |
|
Text Classification (HP)
|
100% |
1504
2.01 KIPS |
|
Text Classification (Q)
|
93% |
1541
2.07 KIPS |
|
Machine Translation (SP)
|
100% |
244
4.21 IPS |
|
Machine Translation (HP)
|
100% |
1252
21.6 IPS |
|
Machine Translation (Q)
|
60% |
304
6.86 IPS |