Upload Date | July 22 2021 09:32 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 | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
831
89.1 IPS |
|
Image Classification (F16)
|
100% |
1482
158.8 IPS |
|
Image Classification (I8)
|
81% |
333
35.7 IPS |
|
Image Segmentation (F32)
|
100% |
1935
12.0 IPS |
|
Image Segmentation (F16)
|
71% |
2633
16.3 IPS |
|
Image Segmentation (I8)
|
89% |
605
3.74 IPS |
|
Pose Estimation (F32)
|
100% |
577
2.34 IPS |
|
Pose Estimation (F16)
|
100% |
1905
7.71 IPS |
|
Pose Estimation (I8)
|
80% |
107
0.43 IPS |
|
Object Detection (F32)
|
100% |
567
19.9 IPS |
|
Object Detection (F16)
|
100% |
705
24.8 IPS |
|
Object Detection (I8)
|
52% |
376
13.2 IPS |
|
Face Detection (F32)
|
100% |
462
5.31 IPS |
|
Face Detection (F16)
|
100% |
419
4.82 IPS |
|
Face Detection (I8)
|
75% |
444
5.10 IPS |
|
Text Classification (F32)
|
100% |
4
1.77 IPS |
|
Text Classification (F16)
|
46% |
5
1.78 IPS |
|
Machine Translation (F32)
|
100% |
743
114.4 IPS |
|
Machine Translation (F16)
|
100% |
672
103.6 IPS |