Upload Date | May 05 2023 01:11 PM |
Views | 1 |
System Information | |
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Operating System | Android 12 |
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 | 5.30 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
142
15.2 IPS |
|
Image Classification (F16)
|
100% |
109
11.7 IPS |
|
Image Classification (I8)
|
81% |
168
18.0 IPS |
|
Image Segmentation (F32)
|
100% |
390
2.41 IPS |
|
Image Segmentation (F16)
|
100% |
369
2.28 IPS |
|
Image Segmentation (I8)
|
89% |
596
3.68 IPS |
|
Pose Estimation (F32)
|
100% |
147
0.59 IPS |
|
Pose Estimation (F16)
|
100% |
147
0.59 IPS |
|
Pose Estimation (I8)
|
80% |
154
0.62 IPS |
|
Object Detection (F32)
|
100% |
181
6.35 IPS |
|
Object Detection (F16)
|
100% |
168
5.89 IPS |
|
Object Detection (I8)
|
52% |
216
7.58 IPS |
|
Face Detection (F32)
|
100% |
302
3.47 IPS |
|
Face Detection (F16)
|
100% |
303
3.48 IPS |
|
Face Detection (I8)
|
75% |
384
4.41 IPS |
|
Text Classification (F32)
|
100% |
272
107.4 IPS |
|
Text Classification (F16)
|
100% |
271
107.0 IPS |
|
Machine Translation (F32)
|
100% |
330
50.8 IPS |
|
Machine Translation (F16)
|
100% |
329
50.7 IPS |