Upload Date | April 21 2022 07:21 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% |
300
32.1 IPS |
|
Image Classification (F16)
|
100% |
402
43.0 IPS |
|
Image Classification (I8)
|
80% |
1229
131.6 IPS |
|
Image Segmentation (F32)
|
100% |
670
4.14 IPS |
|
Image Segmentation (F16)
|
100% |
954
5.89 IPS |
|
Image Segmentation (I8)
|
89% |
1981
12.2 IPS |
|
Pose Estimation (F32)
|
100% |
147
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
300
1.21 IPS |
|
Pose Estimation (I8)
|
80% |
1446
5.85 IPS |
|
Object Detection (F32)
|
100% |
286
10.0 IPS |
|
Object Detection (F16)
|
100% |
310
10.9 IPS |
|
Object Detection (I8)
|
52% |
549
19.3 IPS |
|
Face Detection (F32)
|
100% |
463
5.32 IPS |
|
Face Detection (F16)
|
97% |
736
8.45 IPS |
|
Face Detection (I8)
|
75% |
1929
22.2 IPS |
|
Text Classification (F32)
|
100% |
4
1.44 IPS |
|
Text Classification (F16)
|
100% |
62
24.3 IPS |
|
Machine Translation (F32)
|
100% |
344
53.1 IPS |
|
Machine Translation (F16)
|
100% |
343
52.8 IPS |