Upload Date | April 21 2022 07:02 PM |
Views | 1 |
System Information | |
---|---|
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 | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
384
41.2 IPS |
|
Image Classification (F16)
|
100% |
532
57.0 IPS |
|
Image Classification (I8)
|
80% |
472
50.5 IPS |
|
Image Segmentation (F32)
|
100% |
870
5.37 IPS |
|
Image Segmentation (F16)
|
100% |
1387
8.56 IPS |
|
Image Segmentation (I8)
|
89% |
1273
7.86 IPS |
|
Pose Estimation (F32)
|
100% |
460
1.86 IPS |
|
Pose Estimation (F16)
|
100% |
807
3.26 IPS |
|
Pose Estimation (I8)
|
80% |
792
3.21 IPS |
|
Object Detection (F32)
|
100% |
208
7.30 IPS |
|
Object Detection (F16)
|
99% |
249
8.72 IPS |
|
Object Detection (I8)
|
53% |
261
9.17 IPS |
|
Face Detection (F32)
|
100% |
717
8.23 IPS |
|
Face Detection (F16)
|
97% |
1113
12.8 IPS |
|
Face Detection (I8)
|
75% |
1017
11.7 IPS |
|
Text Classification (F32)
|
100% |
363
143.5 IPS |
|
Text Classification (F16)
|
98% |
472
186.8 IPS |
|
Machine Translation (F32)
|
100% |
345
53.1 IPS |
|
Machine Translation (F16)
|
100% |
344
53.0 IPS |