| Upload Date | April 21 2022 07:04 PM |
| Views | 4 |
| System Information | |
|---|---|
| Operating System | Android 11 |
| Model | OnePlus GN2200 |
| Model ID | OnePlus GN2200 |
| Motherboard | holi |
| Governor | schedutil |
| CPU Information | |
|---|---|
| Name | ARM Qualcomm |
| Topology | 1 Processor, 8 Cores |
| Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 1 |
| Base Frequency | 1.80 GHz |
| Cluster 1 | 6 Cores @ 1.80 GHz |
| Cluster 2 | 2 Cores @ 2.21 GHz |
| Memory Information | |
|---|---|
| Size | 5.28 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | GPU |
| Device | |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
370
39.6 IPS |
|
|
Image Classification (F16)
|
100% |
521
55.8 IPS |
|
|
Image Classification (I8)
|
80% |
476
51.0 IPS |
|
|
Image Segmentation (F32)
|
100% |
873
5.39 IPS |
|
|
Image Segmentation (F16)
|
100% |
1391
8.59 IPS |
|
|
Image Segmentation (I8)
|
89% |
1233
7.62 IPS |
|
|
Pose Estimation (F32)
|
100% |
453
1.83 IPS |
|
|
Pose Estimation (F16)
|
100% |
805
3.26 IPS |
|
|
Pose Estimation (I8)
|
80% |
782
3.17 IPS |
|
|
Object Detection (F32)
|
100% |
208
7.30 IPS |
|
|
Object Detection (F16)
|
99% |
247
8.66 IPS |
|
|
Object Detection (I8)
|
53% |
247
8.66 IPS |
|
|
Face Detection (F32)
|
100% |
731
8.40 IPS |
|
|
Face Detection (F16)
|
97% |
1109
12.7 IPS |
|
|
Face Detection (I8)
|
75% |
1016
11.7 IPS |
|
|
Text Classification (F32)
|
100% |
364
144.1 IPS |
|
|
Text Classification (F16)
|
98% |
443
175.2 IPS |
|
|
Machine Translation (F32)
|
100% |
345
53.1 IPS |
|
|
Machine Translation (F16)
|
100% |
346
53.3 IPS |