| User | Robi758 |
| Upload Date | August 17 2024 03:33 PM |
| Views | 15 |
| 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
110.1 IPS |
|
|
Image Classification (HP)
|
100% |
3959
736.3 IPS |
|
|
Image Classification (Q)
|
97% |
7378
1.38 KIPS |
|
|
Image Segmentation (SP)
|
100% |
519
8.42 IPS |
|
|
Image Segmentation (HP)
|
100% |
4046
65.6 IPS |
|
|
Image Segmentation (Q)
|
98% |
1788
29.1 IPS |
|
|
Pose Estimation (SP)
|
100% |
5043
5.88 IPS |
|
|
Pose Estimation (HP)
|
100% |
17660
20.6 IPS |
|
|
Pose Estimation (Q)
|
95% |
72398
84.9 IPS |
|
|
Object Detection (SP)
|
100% |
421
33.4 IPS |
|
|
Object Detection (HP)
|
100% |
4101
325.3 IPS |
|
|
Object Detection (Q)
|
88% |
4802
384.7 IPS |
|
|
Face Detection (SP)
|
100% |
2061
24.5 IPS |
|
|
Face Detection (HP)
|
100% |
10134
120.4 IPS |
|
|
Face Detection (Q)
|
97% |
10955
130.7 IPS |
|
|
Depth Estimation (SP)
|
100% |
613
4.72 IPS |
|
|
Depth Estimation (HP)
|
99% |
18672
143.9 IPS |
|
|
Depth Estimation (Q)
|
78% |
36072
287.8 IPS |
|
|
Style Transfer (SP)
|
100% |
2065
2.65 IPS |
|
|
Style Transfer (HP)
|
100% |
472
0.61 IPS |
|
|
Style Transfer (Q)
|
30% |
363
5.47 IPS |
|
|
Image Super-Resolution (SP)
|
100% |
1598
59.0 IPS |
|
|
Image Super-Resolution (HP)
|
100% |
9970
368.1 IPS |
|
|
Image Super-Resolution (Q)
|
41% |
6883
1.00 KIPS |
|
|
Text Classification (SP)
|
100% |
68
91.4 IPS |
|
|
Text Classification (HP)
|
100% |
1580
2.11 KIPS |
|
|
Text Classification (Q)
|
93% |
1578
2.12 KIPS |
|
|
Machine Translation (SP)
|
100% |
240
4.13 IPS |
|
|
Machine Translation (HP)
|
100% |
1240
21.4 IPS |
|
|
Machine Translation (Q)
|
60% |
304
6.85 IPS |