Upload Date | August 17 2024 02:45 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Sony Xperia 5 II |
Model ID | Sony A002SO |
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 | 7.52 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
670
71.8 IPS |
|
Image Classification (F16)
|
100% |
1002
107.4 IPS |
|
Image Classification (I8)
|
80% |
2887
309.4 IPS |
|
Image Segmentation (F32)
|
100% |
842
5.20 IPS |
|
Image Segmentation (F16)
|
100% |
960
5.93 IPS |
|
Image Segmentation (I8)
|
89% |
5136
31.7 IPS |
|
Pose Estimation (F32)
|
100% |
406
1.64 IPS |
|
Pose Estimation (F16)
|
100% |
1521
6.15 IPS |
|
Pose Estimation (I8)
|
80% |
3469
14.0 IPS |
|
Object Detection (F32)
|
100% |
681
23.9 IPS |
|
Object Detection (F16)
|
100% |
856
30.0 IPS |
|
Object Detection (I8)
|
52% |
1324
46.5 IPS |
|
Face Detection (F32)
|
100% |
907
10.4 IPS |
|
Face Detection (F16)
|
97% |
1090
12.5 IPS |
|
Face Detection (I8)
|
75% |
3995
45.9 IPS |
|
Text Classification (F32)
|
54% |
15
5.81 IPS |
|
Text Classification (F16)
|
54% |
14
5.60 IPS |
|
Machine Translation (F32)
|
100% |
555
85.6 IPS |
|
Machine Translation (F16)
|
100% |
556
85.7 IPS |