Upload Date | February 18 2023 05:43 AM |
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 | |
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Size | 5.30 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
107
11.4 IPS |
|
Image Classification (F16)
|
100% |
120
12.9 IPS |
|
Image Classification (I8)
|
81% |
169
18.1 IPS |
|
Image Segmentation (F32)
|
100% |
373
2.30 IPS |
|
Image Segmentation (F16)
|
100% |
356
2.20 IPS |
|
Image Segmentation (I8)
|
89% |
591
3.65 IPS |
|
Pose Estimation (F32)
|
100% |
151
0.61 IPS |
|
Pose Estimation (F16)
|
100% |
149
0.60 IPS |
|
Pose Estimation (I8)
|
80% |
157
0.63 IPS |
|
Object Detection (F32)
|
100% |
164
5.76 IPS |
|
Object Detection (F16)
|
100% |
146
5.11 IPS |
|
Object Detection (I8)
|
52% |
202
7.11 IPS |
|
Face Detection (F32)
|
100% |
293
3.36 IPS |
|
Face Detection (F16)
|
100% |
299
3.43 IPS |
|
Face Detection (I8)
|
75% |
372
4.27 IPS |
|
Text Classification (F32)
|
100% |
272
107.4 IPS |
|
Text Classification (F16)
|
100% |
274
108.5 IPS |
|
Machine Translation (F32)
|
100% |
342
52.8 IPS |
|
Machine Translation (F16)
|
100% |
343
52.9 IPS |