Upload Date | August 17 2024 02:39 AM |
Views | 2 |
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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
64
6.81 IPS |
|
Image Classification (F16)
|
100% |
64
6.83 IPS |
|
Image Classification (I8)
|
81% |
72
7.76 IPS |
|
Image Segmentation (F32)
|
100% |
116
0.72 IPS |
|
Image Segmentation (F16)
|
100% |
116
0.72 IPS |
|
Image Segmentation (I8)
|
89% |
257
1.59 IPS |
|
Pose Estimation (F32)
|
100% |
44
0.18 IPS |
|
Pose Estimation (F16)
|
100% |
44
0.18 IPS |
|
Pose Estimation (I8)
|
80% |
62
0.25 IPS |
|
Object Detection (F32)
|
100% |
109
3.83 IPS |
|
Object Detection (F16)
|
100% |
109
3.84 IPS |
|
Object Detection (I8)
|
52% |
130
4.57 IPS |
|
Face Detection (F32)
|
100% |
142
1.63 IPS |
|
Face Detection (F16)
|
100% |
142
1.63 IPS |
|
Face Detection (I8)
|
75% |
174
2.00 IPS |
|
Text Classification (F32)
|
100% |
89
35.2 IPS |
|
Text Classification (F16)
|
100% |
89
35.1 IPS |
|
Machine Translation (F32)
|
100% |
54
8.28 IPS |
|
Machine Translation (F16)
|
100% |
54
8.28 IPS |