| User | Robi758 |
| Upload Date | August 16 2024 06:01 PM |
| Views | 16 |
| 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 | 7.17 GB |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (SP)
|
100% |
592
110.0 IPS |
|
|
Image Classification (HP)
|
100% |
3866
718.9 IPS |
|
|
Image Classification (Q)
|
97% |
7164
1.34 KIPS |
|
|
Image Segmentation (SP)
|
100% |
516
8.36 IPS |
|
|
Image Segmentation (HP)
|
100% |
3953
64.1 IPS |
|
|
Image Segmentation (Q)
|
98% |
1787
29.1 IPS |
|
|
Pose Estimation (SP)
|
100% |
5030
5.87 IPS |
|
|
Pose Estimation (HP)
|
100% |
17700
20.7 IPS |
|
|
Pose Estimation (Q)
|
95% |
72497
85.0 IPS |
|
|
Object Detection (SP)
|
100% |
437
34.7 IPS |
|
|
Object Detection (HP)
|
100% |
4205
333.6 IPS |
|
|
Object Detection (Q)
|
88% |
4905
393.0 IPS |
|
|
Face Detection (SP)
|
100% |
2079
24.7 IPS |
|
|
Face Detection (HP)
|
100% |
10328
122.7 IPS |
|
|
Face Detection (Q)
|
97% |
11004
131.2 IPS |
|
|
Depth Estimation (SP)
|
100% |
674
5.19 IPS |
|
|
Depth Estimation (HP)
|
99% |
18576
143.1 IPS |
|
|
Depth Estimation (Q)
|
78% |
36197
288.8 IPS |
|
|
Style Transfer (SP)
|
100% |
2014
2.59 IPS |
|
|
Style Transfer (HP)
|
100% |
502
0.65 IPS |
|
|
Style Transfer (Q)
|
30% |
388
5.86 IPS |
|
|
Image Super-Resolution (SP)
|
100% |
1596
58.9 IPS |
|
|
Image Super-Resolution (HP)
|
100% |
9838
363.3 IPS |
|
|
Image Super-Resolution (Q)
|
41% |
6842
996.5 IPS |
|
|
Text Classification (SP)
|
100% |
68
91.0 IPS |
|
|
Text Classification (HP)
|
100% |
1537
2.05 KIPS |
|
|
Text Classification (Q)
|
93% |
1558
2.09 KIPS |
|
|
Machine Translation (SP)
|
100% |
243
4.19 IPS |
|
|
Machine Translation (HP)
|
100% |
1219
21.0 IPS |
|
|
Machine Translation (Q)
|
60% |
302
6.79 IPS |