Upload Date | April 21 2022 07:10 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% |
295
31.6 IPS |
|
Image Classification (F16)
|
100% |
398
42.7 IPS |
|
Image Classification (I8)
|
80% |
1224
131.2 IPS |
|
Image Segmentation (F32)
|
100% |
656
4.06 IPS |
|
Image Segmentation (F16)
|
100% |
942
5.82 IPS |
|
Image Segmentation (I8)
|
89% |
1977
12.2 IPS |
|
Pose Estimation (F32)
|
100% |
145
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
299
1.21 IPS |
|
Pose Estimation (I8)
|
80% |
1440
5.83 IPS |
|
Object Detection (F32)
|
100% |
285
10.0 IPS |
|
Object Detection (F16)
|
100% |
296
10.4 IPS |
|
Object Detection (I8)
|
52% |
558
19.6 IPS |
|
Face Detection (F32)
|
100% |
460
5.29 IPS |
|
Face Detection (F16)
|
97% |
726
8.34 IPS |
|
Face Detection (I8)
|
75% |
1898
21.8 IPS |
|
Text Classification (F32)
|
100% |
4
1.47 IPS |
|
Text Classification (F16)
|
100% |
62
24.4 IPS |
|
Machine Translation (F32)
|
100% |
359
55.4 IPS |
|
Machine Translation (F16)
|
100% |
359
55.3 IPS |