Upload Date | February 15 2023 09:49 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | OnePlus GN2200 |
Model ID | OnePlus GN2200 |
Motherboard | holi |
Governor | schedutil |
CPU Information | |
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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 | 5.30 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
290
31.1 IPS |
|
Image Classification (F16)
|
100% |
403
43.2 IPS |
|
Image Classification (I8)
|
80% |
1142
122.3 IPS |
|
Image Segmentation (F32)
|
100% |
625
3.86 IPS |
|
Image Segmentation (F16)
|
100% |
890
5.50 IPS |
|
Image Segmentation (I8)
|
89% |
1860
11.5 IPS |
|
Pose Estimation (F32)
|
100% |
143
0.58 IPS |
|
Pose Estimation (F16)
|
100% |
296
1.20 IPS |
|
Pose Estimation (I8)
|
80% |
1428
5.78 IPS |
|
Object Detection (F32)
|
100% |
280
9.82 IPS |
|
Object Detection (F16)
|
100% |
319
11.2 IPS |
|
Object Detection (I8)
|
52% |
483
17.0 IPS |
|
Face Detection (F32)
|
100% |
433
4.98 IPS |
|
Face Detection (F16)
|
97% |
686
7.89 IPS |
|
Face Detection (I8)
|
75% |
1809
20.8 IPS |
|
Text Classification (F32)
|
100% |
4
1.42 IPS |
|
Text Classification (F16)
|
100% |
62
24.7 IPS |
|
Machine Translation (F32)
|
100% |
346
53.3 IPS |
|
Machine Translation (F16)
|
100% |
344
53.0 IPS |