Upload Date | April 28 2022 04:30 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | OnePlus GN2200 |
Model ID | OnePlus GN2200 |
Motherboard | holi |
Governor | schedutil |
CPU Information | |
---|---|
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
102
11.0 IPS |
|
Image Classification (F16)
|
100% |
101
10.8 IPS |
|
Image Classification (I8)
|
81% |
168
18.0 IPS |
|
Image Segmentation (F32)
|
100% |
368
2.28 IPS |
|
Image Segmentation (F16)
|
100% |
362
2.24 IPS |
|
Image Segmentation (I8)
|
89% |
591
3.65 IPS |
|
Pose Estimation (F32)
|
100% |
150
0.61 IPS |
|
Pose Estimation (F16)
|
100% |
150
0.61 IPS |
|
Pose Estimation (I8)
|
80% |
155
0.63 IPS |
|
Object Detection (F32)
|
100% |
145
5.07 IPS |
|
Object Detection (F16)
|
100% |
146
5.14 IPS |
|
Object Detection (I8)
|
52% |
196
6.87 IPS |
|
Face Detection (F32)
|
100% |
288
3.31 IPS |
|
Face Detection (F16)
|
100% |
289
3.32 IPS |
|
Face Detection (I8)
|
75% |
378
4.35 IPS |
|
Text Classification (F32)
|
100% |
278
109.8 IPS |
|
Text Classification (F16)
|
100% |
273
108.0 IPS |
|
Machine Translation (F32)
|
100% |
348
53.6 IPS |
|
Machine Translation (F16)
|
100% |
347
53.4 IPS |