Upload Date | September 17 2024 01:46 PM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | ARM MT6781 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi 2201117SY |
Model ID | Xiaomi 2201117SY |
Motherboard | fleur |
CPU Information | |
---|---|
Name | ARM MT6781 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 3 part 3339 revision 0 |
Base Frequency | 2.00 GHz |
Cluster 1 | 6 Cores @ 2.00 GHz |
Cluster 2 | 2 Cores @ 2.05 GHz |
Memory Information | |
---|---|
Size | 5.59 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
188
35.0 IPS |
|
Image Classification (HP)
|
100% |
201
37.4 IPS |
|
Image Classification (Q)
|
100% |
573
106.5 IPS |
|
Image Segmentation (SP)
|
100% |
259
4.20 IPS |
|
Image Segmentation (HP)
|
100% |
247
4.01 IPS |
|
Image Segmentation (Q)
|
98% |
500
8.14 IPS |
|
Pose Estimation (SP)
|
100% |
927
1.08 IPS |
|
Pose Estimation (HP)
|
100% |
859
1.00 IPS |
|
Pose Estimation (Q)
|
84% |
1493
1.77 IPS |
|
Object Detection (SP)
|
100% |
194
15.4 IPS |
|
Object Detection (HP)
|
100% |
197
15.6 IPS |
|
Object Detection (Q)
|
83% |
433
35.0 IPS |
|
Face Detection (SP)
|
100% |
665
7.90 IPS |
|
Face Detection (HP)
|
100% |
437
5.19 IPS |
|
Face Detection (Q)
|
95% |
786
9.38 IPS |
|
Depth Estimation (SP)
|
100% |
844
6.50 IPS |
|
Depth Estimation (HP)
|
99% |
575
4.43 IPS |
|
Depth Estimation (Q)
|
64% |
1422
13.0 IPS |
|
Style Transfer (SP)
|
89% |
1610
2.09 IPS |
|
Style Transfer (HP)
|
89% |
1518
1.97 IPS |
|
Style Transfer (Q)
|
98% |
3524
4.54 IPS |
|
Image Super-Resolution (SP)
|
100% |
327
12.1 IPS |
|
Image Super-Resolution (HP)
|
100% |
406
15.0 IPS |
|
Image Super-Resolution (Q)
|
97% |
745
27.6 IPS |
|
Text Classification (SP)
|
100% |
260
347.5 IPS |
|
Text Classification (HP)
|
100% |
259
345.4 IPS |
|
Text Classification (Q)
|
88% |
461
621.7 IPS |
|
Machine Translation (SP)
|
100% |
410
7.06 IPS |
|
Machine Translation (HP)
|
100% |
423
7.28 IPS |
|
Machine Translation (Q)
|
50% |
314
11.1 IPS |