Upload Date | March 23 2022 06:32 AM |
Views | 4 |
System Information | |
---|---|
Operating System | Android 12 |
Model | OnePlus NE2210 |
Model ID | OnePlus NE2210 |
Motherboard | taro |
Governor | walt |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 2 part 3400 revision 0 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.50 GHz |
Cluster 3 | 1 Core @ 3.00 GHz |
Memory Information | |
---|---|
Size | 10.97 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1392
149.1 IPS |
|
Image Classification (F16)
|
100% |
9157
981.2 IPS |
|
Image Classification (I8)
|
80% |
21713
2.33 KIPS |
|
Image Segmentation (F32)
|
100% |
2893
17.9 IPS |
|
Image Segmentation (F16)
|
100% |
158
0.98 IPS |
|
Image Segmentation (I8)
|
89% |
41184
254.4 IPS |
|
Pose Estimation (F32)
|
100% |
596
2.41 IPS |
|
Pose Estimation (F16)
|
100% |
10525
42.6 IPS |
|
Pose Estimation (I8)
|
80% |
54592
220.9 IPS |
|
Object Detection (F32)
|
100% |
1028
36.1 IPS |
|
Object Detection (F16)
|
100% |
1800
63.2 IPS |
|
Object Detection (I8)
|
53% |
2039
71.6 IPS |
|
Face Detection (F32)
|
100% |
2022
23.2 IPS |
|
Face Detection (F16)
|
100% |
458
5.26 IPS |
|
Face Detection (I8)
|
76% |
46919
539.0 IPS |
|
Text Classification (F32)
|
100% |
18
7.22 IPS |
|
Text Classification (F16)
|
100% |
245
97.1 IPS |
|
Machine Translation (F32)
|
100% |
760
117.1 IPS |
|
Machine Translation (F16)
|
100% |
710
109.5 IPS |