Upload Date | April 21 2022 07:16 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
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 | 5.28 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
299
32.0 IPS |
|
Image Classification (F16)
|
100% |
406
43.5 IPS |
|
Image Classification (I8)
|
80% |
1237
132.5 IPS |
|
Image Segmentation (F32)
|
100% |
669
4.13 IPS |
|
Image Segmentation (F16)
|
100% |
952
5.88 IPS |
|
Image Segmentation (I8)
|
89% |
1924
11.9 IPS |
|
Pose Estimation (F32)
|
100% |
146
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
298
1.21 IPS |
|
Pose Estimation (I8)
|
80% |
1440
5.83 IPS |
|
Object Detection (F32)
|
100% |
286
10.0 IPS |
|
Object Detection (F16)
|
100% |
317
11.1 IPS |
|
Object Detection (I8)
|
52% |
541
19.0 IPS |
|
Face Detection (F32)
|
100% |
461
5.29 IPS |
|
Face Detection (F16)
|
97% |
732
8.41 IPS |
|
Face Detection (I8)
|
75% |
1899
21.8 IPS |
|
Text Classification (F32)
|
100% |
4
1.58 IPS |
|
Text Classification (F16)
|
100% |
61
24.1 IPS |
|
Machine Translation (F32)
|
100% |
344
52.9 IPS |
|
Machine Translation (F16)
|
100% |
344
53.0 IPS |