Upload Date | January 15 2022 01:17 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 12 |
Model | OPPO CPH2207 |
Model ID | OPPO CPH2207 |
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 | 11.24 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1066
114.3 IPS |
|
Image Classification (F16)
|
100% |
1877
201.1 IPS |
|
Image Classification (I8)
|
80% |
1555
166.6 IPS |
|
Image Segmentation (F32)
|
100% |
2985
18.4 IPS |
|
Image Segmentation (F16)
|
100% |
5267
32.5 IPS |
|
Image Segmentation (I8)
|
89% |
4794
29.6 IPS |
|
Pose Estimation (F32)
|
100% |
1541
6.24 IPS |
|
Pose Estimation (F16)
|
100% |
2713
11.0 IPS |
|
Pose Estimation (I8)
|
80% |
2685
10.9 IPS |
|
Object Detection (F32)
|
100% |
587
20.6 IPS |
|
Object Detection (F16)
|
99% |
824
28.9 IPS |
|
Object Detection (I8)
|
53% |
693
24.3 IPS |
|
Face Detection (F32)
|
100% |
2126
24.4 IPS |
|
Face Detection (F16)
|
97% |
3665
42.1 IPS |
|
Face Detection (I8)
|
76% |
3150
36.2 IPS |
|
Text Classification (F32)
|
100% |
493
194.9 IPS |
|
Text Classification (F16)
|
98% |
554
219.3 IPS |
|
Machine Translation (F32)
|
100% |
568
87.5 IPS |
|
Machine Translation (F16)
|
100% |
569
87.7 IPS |