Upload Date | January 10 2023 04:46 PM |
Views | 2 |
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% |
123
13.1 IPS |
|
Image Classification (F16)
|
100% |
170
18.2 IPS |
|
Image Classification (I8)
|
81% |
175
18.7 IPS |
|
Image Segmentation (F32)
|
100% |
359
2.22 IPS |
|
Image Segmentation (F16)
|
100% |
356
2.20 IPS |
|
Image Segmentation (I8)
|
89% |
597
3.69 IPS |
|
Pose Estimation (F32)
|
100% |
148
0.60 IPS |
|
Pose Estimation (F16)
|
100% |
151
0.61 IPS |
|
Pose Estimation (I8)
|
80% |
155
0.63 IPS |
|
Object Detection (F32)
|
100% |
171
6.02 IPS |
|
Object Detection (F16)
|
100% |
172
6.02 IPS |
|
Object Detection (I8)
|
52% |
207
7.27 IPS |
|
Face Detection (F32)
|
100% |
301
3.46 IPS |
|
Face Detection (F16)
|
100% |
301
3.46 IPS |
|
Face Detection (I8)
|
75% |
377
4.33 IPS |
|
Text Classification (F32)
|
100% |
276
109.2 IPS |
|
Text Classification (F16)
|
100% |
270
106.8 IPS |
|
Machine Translation (F32)
|
100% |
330
50.9 IPS |
|
Machine Translation (F16)
|
100% |
335
51.6 IPS |