Upload Date | April 21 2022 06:57 PM |
Views | 1 |
System Information | |
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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 | |
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Size | 5.28 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
223
23.9 IPS |
|
Image Classification (F16)
|
100% |
224
24.0 IPS |
|
Image Classification (I8)
|
81% |
173
18.6 IPS |
|
Image Segmentation (F32)
|
100% |
410
2.53 IPS |
|
Image Segmentation (F16)
|
100% |
415
2.56 IPS |
|
Image Segmentation (I8)
|
89% |
634
3.92 IPS |
|
Pose Estimation (F32)
|
100% |
153
0.62 IPS |
|
Pose Estimation (F16)
|
100% |
155
0.63 IPS |
|
Pose Estimation (I8)
|
80% |
162
0.65 IPS |
|
Object Detection (F32)
|
100% |
234
8.21 IPS |
|
Object Detection (F16)
|
100% |
263
9.24 IPS |
|
Object Detection (I8)
|
52% |
222
7.78 IPS |
|
Face Detection (F32)
|
100% |
369
4.24 IPS |
|
Face Detection (F16)
|
100% |
368
4.23 IPS |
|
Face Detection (I8)
|
75% |
392
4.50 IPS |
|
Text Classification (F32)
|
100% |
292
115.7 IPS |
|
Text Classification (F16)
|
100% |
297
117.3 IPS |
|
Machine Translation (F32)
|
100% |
346
53.3 IPS |
|
Machine Translation (F16)
|
100% |
345
53.2 IPS |