Upload Date | May 02 2023 07:24 PM |
Views | 1 |
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 | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
289
31.0 IPS |
|
Image Classification (F16)
|
100% |
385
41.2 IPS |
|
Image Classification (I8)
|
80% |
1124
120.4 IPS |
|
Image Segmentation (F32)
|
100% |
642
3.96 IPS |
|
Image Segmentation (F16)
|
100% |
909
5.62 IPS |
|
Image Segmentation (I8)
|
89% |
1860
11.5 IPS |
|
Pose Estimation (F32)
|
100% |
144
0.58 IPS |
|
Pose Estimation (F16)
|
100% |
298
1.20 IPS |
|
Pose Estimation (I8)
|
80% |
1438
5.82 IPS |
|
Object Detection (F32)
|
100% |
258
9.07 IPS |
|
Object Detection (F16)
|
100% |
324
11.4 IPS |
|
Object Detection (I8)
|
52% |
500
17.5 IPS |
|
Face Detection (F32)
|
100% |
443
5.09 IPS |
|
Face Detection (F16)
|
97% |
700
8.05 IPS |
|
Face Detection (I8)
|
75% |
1809
20.8 IPS |
|
Text Classification (F32)
|
100% |
4
1.45 IPS |
|
Text Classification (F16)
|
100% |
61
24.1 IPS |
|
Machine Translation (F32)
|
100% |
340
52.5 IPS |
|
Machine Translation (F16)
|
100% |
341
52.6 IPS |