Upload Date | December 28 2024 10:41 PM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Snapdragon 888 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi Mi 11 Ultra |
Model ID | Xiaomi M2102K1G |
Motherboard | star |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Star |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3396 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 10.94 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
362
67.3 IPS |
|
Image Classification (HP)
|
100% |
385
71.6 IPS |
|
Image Classification (Q)
|
100% |
836
155.5 IPS |
|
Image Segmentation (SP)
|
100% |
386
6.25 IPS |
|
Image Segmentation (HP)
|
100% |
386
6.26 IPS |
|
Image Segmentation (Q)
|
98% |
1000
16.3 IPS |
|
Pose Estimation (SP)
|
100% |
1513
1.77 IPS |
|
Pose Estimation (HP)
|
100% |
1564
1.82 IPS |
|
Pose Estimation (Q)
|
84% |
2056
2.44 IPS |
|
Object Detection (SP)
|
100% |
300
23.8 IPS |
|
Object Detection (HP)
|
100% |
297
23.6 IPS |
|
Object Detection (Q)
|
83% |
675
54.5 IPS |
|
Face Detection (SP)
|
100% |
1049
12.5 IPS |
|
Face Detection (HP)
|
100% |
1011
12.0 IPS |
|
Face Detection (Q)
|
95% |
1854
22.1 IPS |
|
Depth Estimation (SP)
|
100% |
1354
10.4 IPS |
|
Depth Estimation (HP)
|
99% |
1429
11.0 IPS |
|
Depth Estimation (Q)
|
64% |
1776
16.3 IPS |
|
Style Transfer (SP)
|
89% |
2332
3.03 IPS |
|
Style Transfer (HP)
|
89% |
2326
3.02 IPS |
|
Style Transfer (Q)
|
98% |
4853
6.26 IPS |
|
Image Super-Resolution (SP)
|
100% |
756
27.9 IPS |
|
Image Super-Resolution (HP)
|
100% |
766
28.3 IPS |
|
Image Super-Resolution (Q)
|
97% |
608
22.5 IPS |
|
Text Classification (SP)
|
100% |
158
210.7 IPS |
|
Text Classification (HP)
|
100% |
158
210.4 IPS |
|
Text Classification (Q)
|
88% |
284
382.7 IPS |
|
Machine Translation (SP)
|
100% |
246
4.24 IPS |
|
Machine Translation (HP)
|
100% |
230
3.96 IPS |
|
Machine Translation (Q)
|
50% |
150
5.33 IPS |