Upload Date | May 21 2022 04:55 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 | |
---|---|
Size | 5.28 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
171
18.3 IPS |
|
Image Classification (F16)
|
100% |
201
21.5 IPS |
|
Image Classification (I8)
|
81% |
175
18.7 IPS |
|
Image Segmentation (F32)
|
100% |
427
2.64 IPS |
|
Image Segmentation (F16)
|
100% |
434
2.68 IPS |
|
Image Segmentation (I8)
|
89% |
660
4.08 IPS |
|
Pose Estimation (F32)
|
100% |
153
0.62 IPS |
|
Pose Estimation (F16)
|
100% |
153
0.62 IPS |
|
Pose Estimation (I8)
|
80% |
162
0.66 IPS |
|
Object Detection (F32)
|
100% |
241
8.46 IPS |
|
Object Detection (F16)
|
100% |
246
8.64 IPS |
|
Object Detection (I8)
|
52% |
269
9.44 IPS |
|
Face Detection (F32)
|
100% |
358
4.11 IPS |
|
Face Detection (F16)
|
100% |
360
4.14 IPS |
|
Face Detection (I8)
|
75% |
402
4.61 IPS |
|
Text Classification (F32)
|
100% |
280
110.9 IPS |
|
Text Classification (F16)
|
100% |
281
111.0 IPS |
|
Machine Translation (F32)
|
100% |
336
51.7 IPS |
|
Machine Translation (F16)
|
100% |
339
52.2 IPS |