Upload Date | May 02 2023 07:13 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% |
101
10.8 IPS |
|
Image Classification (F16)
|
100% |
95
10.1 IPS |
|
Image Classification (I8)
|
81% |
171
18.3 IPS |
|
Image Segmentation (F32)
|
100% |
350
2.16 IPS |
|
Image Segmentation (F16)
|
100% |
366
2.26 IPS |
|
Image Segmentation (I8)
|
89% |
595
3.67 IPS |
|
Pose Estimation (F32)
|
100% |
150
0.61 IPS |
|
Pose Estimation (F16)
|
100% |
150
0.61 IPS |
|
Pose Estimation (I8)
|
80% |
157
0.64 IPS |
|
Object Detection (F32)
|
100% |
145
5.09 IPS |
|
Object Detection (F16)
|
100% |
143
5.03 IPS |
|
Object Detection (I8)
|
52% |
196
6.88 IPS |
|
Face Detection (F32)
|
100% |
285
3.27 IPS |
|
Face Detection (F16)
|
100% |
283
3.26 IPS |
|
Face Detection (I8)
|
75% |
359
4.12 IPS |
|
Text Classification (F32)
|
100% |
277
109.4 IPS |
|
Text Classification (F16)
|
100% |
274
108.6 IPS |
|
Machine Translation (F32)
|
100% |
341
52.6 IPS |
|
Machine Translation (F16)
|
100% |
338
52.1 IPS |