Upload Date | August 11 2024 08:44 AM |
Views | 3 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Qualcomm Snapdragon 865 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Sony Xperia 5 II |
Model ID | Sony XQ-AS72 |
Motherboard | kona |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 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 | 7.48 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
551
102.4 IPS |
|
Image Classification (HP)
|
100% |
552
102.6 IPS |
|
Image Classification (Q)
|
100% |
1504
279.7 IPS |
|
Image Segmentation (SP)
|
100% |
682
11.1 IPS |
|
Image Segmentation (HP)
|
100% |
683
11.1 IPS |
|
Image Segmentation (Q)
|
98% |
1727
28.1 IPS |
|
Pose Estimation (SP)
|
100% |
2432
2.84 IPS |
|
Pose Estimation (HP)
|
100% |
2433
2.84 IPS |
|
Pose Estimation (Q)
|
84% |
3838
4.55 IPS |
|
Object Detection (SP)
|
100% |
543
43.1 IPS |
|
Object Detection (HP)
|
100% |
544
43.2 IPS |
|
Object Detection (Q)
|
87% |
1486
119.3 IPS |
|
Face Detection (SP)
|
100% |
1673
19.9 IPS |
|
Face Detection (HP)
|
100% |
1670
19.8 IPS |
|
Face Detection (Q)
|
95% |
3506
41.9 IPS |
|
Depth Estimation (SP)
|
100% |
1641
12.6 IPS |
|
Depth Estimation (HP)
|
100% |
1864
14.4 IPS |
|
Depth Estimation (Q)
|
75% |
3977
32.2 IPS |
|
Style Transfer (SP)
|
89% |
4280
5.56 IPS |
|
Style Transfer (HP)
|
89% |
4311
5.60 IPS |
|
Style Transfer (Q)
|
98% |
8967
11.6 IPS |
|
Image Super-Resolution (SP)
|
100% |
1199
44.3 IPS |
|
Image Super-Resolution (HP)
|
100% |
1197
44.2 IPS |
|
Image Super-Resolution (Q)
|
97% |
2108
78.1 IPS |
|
Text Classification (SP)
|
100% |
589
785.6 IPS |
|
Text Classification (HP)
|
100% |
583
777.8 IPS |
|
Text Classification (Q)
|
88% |
947
1.28 KIPS |
|
Machine Translation (SP)
|
100% |
899
15.5 IPS |
|
Machine Translation (HP)
|
100% |
876
15.1 IPS |
|
Machine Translation (Q)
|
50% |
561
19.9 IPS |