Upload Date | June 11 2021 03:27 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | OnePlus 8T |
Model ID | OnePlus KB2000 |
Motherboard | kona |
CPU Information | |
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Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 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 | 11.22 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
668
71.5 IPS |
|
Image Classification (F16)
|
100% |
1075
115.2 IPS |
|
Image Classification (I8)
|
80% |
1365
146.2 IPS |
|
Image Segmentation (F32)
|
100% |
816
5.04 IPS |
|
Image Segmentation (F16)
|
100% |
971
5.99 IPS |
|
Image Segmentation (I8)
|
89% |
3902
24.1 IPS |
|
Pose Estimation (F32)
|
100% |
410
1.66 IPS |
|
Pose Estimation (F16)
|
100% |
1560
6.31 IPS |
|
Pose Estimation (I8)
|
80% |
5572
22.5 IPS |
|
Object Detection (F32)
|
100% |
567
19.9 IPS |
|
Object Detection (F16)
|
100% |
559
19.6 IPS |
|
Object Detection (I8)
|
52% |
939
32.9 IPS |
|
Face Detection (F32)
|
100% |
919
10.6 IPS |
|
Face Detection (F16)
|
97% |
1111
12.8 IPS |
|
Face Detection (I8)
|
75% |
4496
51.6 IPS |
|
Text Classification (F32)
|
54% |
14
5.73 IPS |
|
Text Classification (F16)
|
54% |
14
5.68 IPS |
|
Machine Translation (F32)
|
100% |
393
60.6 IPS |
|
Machine Translation (F16)
|
100% |
394
60.7 IPS |