| Upload Date | January 15 2022 01:17 AM |
| Views | 3 |
| 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 |