Upload Date | July 22 2021 09:22 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | OnePlus LE2120 |
Model ID | OnePlus LE2120 |
Motherboard | lahaina |
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 3396 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 7.12 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1298
139.1 IPS |
|
Image Classification (F16)
|
100% |
2074
222.2 IPS |
|
Image Classification (I8)
|
80% |
1948
208.8 IPS |
|
Image Segmentation (F32)
|
100% |
3322
20.5 IPS |
|
Image Segmentation (F16)
|
100% |
5349
33.0 IPS |
|
Image Segmentation (I8)
|
89% |
4955
30.6 IPS |
|
Pose Estimation (F32)
|
100% |
1569
6.35 IPS |
|
Pose Estimation (F16)
|
100% |
2922
11.8 IPS |
|
Pose Estimation (I8)
|
80% |
2893
11.7 IPS |
|
Object Detection (F32)
|
100% |
701
24.6 IPS |
|
Object Detection (F16)
|
99% |
1030
36.1 IPS |
|
Object Detection (I8)
|
53% |
1028
36.1 IPS |
|
Face Detection (F32)
|
100% |
2467
28.3 IPS |
|
Face Detection (F16)
|
97% |
3967
45.6 IPS |
|
Face Detection (I8)
|
75% |
3563
40.9 IPS |
|
Text Classification (F32)
|
100% |
820
324.2 IPS |
|
Text Classification (F16)
|
98% |
930
367.8 IPS |
|
Machine Translation (F32)
|
100% |
671
103.4 IPS |
|
Machine Translation (F16)
|
100% |
681
105.0 IPS |