Upload Date | July 11 2022 04:18 AM |
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% |
218
23.4 IPS |
|
Image Classification (F16)
|
100% |
216
23.1 IPS |
|
Image Classification (I8)
|
81% |
167
17.9 IPS |
|
Image Segmentation (F32)
|
100% |
411
2.54 IPS |
|
Image Segmentation (F16)
|
100% |
424
2.62 IPS |
|
Image Segmentation (I8)
|
89% |
621
3.83 IPS |
|
Pose Estimation (F32)
|
100% |
152
0.62 IPS |
|
Pose Estimation (F16)
|
100% |
151
0.61 IPS |
|
Pose Estimation (I8)
|
80% |
158
0.64 IPS |
|
Object Detection (F32)
|
100% |
239
8.39 IPS |
|
Object Detection (F16)
|
100% |
224
7.86 IPS |
|
Object Detection (I8)
|
52% |
222
7.80 IPS |
|
Face Detection (F32)
|
100% |
355
4.07 IPS |
|
Face Detection (F16)
|
100% |
370
4.25 IPS |
|
Face Detection (I8)
|
75% |
391
4.49 IPS |
|
Text Classification (F32)
|
100% |
293
115.9 IPS |
|
Text Classification (F16)
|
100% |
295
116.5 IPS |
|
Machine Translation (F32)
|
100% |
337
52.0 IPS |
|
Machine Translation (F16)
|
100% |
336
51.8 IPS |