Upload Date | August 17 2024 02:42 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 | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
914
98.0 IPS |
|
Image Classification (F16)
|
100% |
1375
147.3 IPS |
|
Image Classification (I8)
|
80% |
1226
131.4 IPS |
|
Image Segmentation (F32)
|
100% |
2377
14.7 IPS |
|
Image Segmentation (F16)
|
100% |
4015
24.8 IPS |
|
Image Segmentation (I8)
|
89% |
3650
22.5 IPS |
|
Pose Estimation (F32)
|
100% |
1207
4.88 IPS |
|
Pose Estimation (F16)
|
100% |
2070
8.37 IPS |
|
Pose Estimation (I8)
|
80% |
2055
8.31 IPS |
|
Object Detection (F32)
|
100% |
823
28.9 IPS |
|
Object Detection (F16)
|
99% |
1126
39.5 IPS |
|
Object Detection (I8)
|
53% |
1070
37.5 IPS |
|
Face Detection (F32)
|
100% |
1702
19.6 IPS |
|
Face Detection (F16)
|
97% |
2807
32.2 IPS |
|
Face Detection (I8)
|
76% |
2584
29.7 IPS |
|
Text Classification (F32)
|
100% |
473
186.9 IPS |
|
Text Classification (F16)
|
98% |
505
199.6 IPS |
|
Machine Translation (F32)
|
100% |
556
85.7 IPS |
|
Machine Translation (F16)
|
100% |
557
85.8 IPS |