Upload Date | December 27 2024 01:20 PM |
Views | 2 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Snapdragon 778G |
System Information | |
---|---|
Operating System | Android 14 |
Model | Xiaomi Poco X5 Pro |
Model ID | Xiaomi 22101320G |
Motherboard | redwood |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM redwood |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 1 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 4 Cores @ 2.40 GHz |
Memory Information | |
---|---|
Size | 7.02 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
383
71.2 IPS |
|
Image Classification (HP)
|
100% |
391
72.6 IPS |
|
Image Classification (Q)
|
100% |
1145
212.9 IPS |
|
Image Segmentation (SP)
|
100% |
445
7.22 IPS |
|
Image Segmentation (HP)
|
100% |
463
7.51 IPS |
|
Image Segmentation (Q)
|
98% |
1347
21.9 IPS |
|
Pose Estimation (SP)
|
100% |
1789
2.09 IPS |
|
Pose Estimation (HP)
|
100% |
1798
2.10 IPS |
|
Pose Estimation (Q)
|
84% |
2794
3.31 IPS |
|
Object Detection (SP)
|
100% |
387
30.7 IPS |
|
Object Detection (HP)
|
100% |
350
27.8 IPS |
|
Object Detection (Q)
|
83% |
1083
87.5 IPS |
|
Face Detection (SP)
|
100% |
1012
12.0 IPS |
|
Face Detection (HP)
|
100% |
973
11.6 IPS |
|
Face Detection (Q)
|
95% |
2472
29.5 IPS |
|
Depth Estimation (SP)
|
100% |
1405
10.8 IPS |
|
Depth Estimation (HP)
|
99% |
1365
10.5 IPS |
|
Depth Estimation (Q)
|
64% |
2388
21.9 IPS |
|
Style Transfer (SP)
|
89% |
2840
3.69 IPS |
|
Style Transfer (HP)
|
89% |
2875
3.73 IPS |
|
Style Transfer (Q)
|
98% |
6024
7.77 IPS |
|
Image Super-Resolution (SP)
|
100% |
778
28.7 IPS |
|
Image Super-Resolution (HP)
|
100% |
770
28.4 IPS |
|
Image Super-Resolution (Q)
|
97% |
1446
53.6 IPS |
|
Text Classification (SP)
|
100% |
372
495.9 IPS |
|
Text Classification (HP)
|
100% |
369
492.6 IPS |
|
Text Classification (Q)
|
88% |
685
923.8 IPS |
|
Machine Translation (SP)
|
100% |
604
10.4 IPS |
|
Machine Translation (HP)
|
100% |
594
10.2 IPS |
|
Machine Translation (Q)
|
50% |
380
13.5 IPS |