Upload Date | April 22 2023 04:32 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
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 | 5.30 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
105
11.2 IPS |
|
Image Classification (F16)
|
100% |
106
11.3 IPS |
|
Image Classification (I8)
|
81% |
170
18.2 IPS |
|
Image Segmentation (F32)
|
100% |
424
2.62 IPS |
|
Image Segmentation (F16)
|
100% |
375
2.32 IPS |
|
Image Segmentation (I8)
|
89% |
585
3.61 IPS |
|
Pose Estimation (F32)
|
100% |
150
0.61 IPS |
|
Pose Estimation (F16)
|
100% |
151
0.61 IPS |
|
Pose Estimation (I8)
|
80% |
158
0.64 IPS |
|
Object Detection (F32)
|
100% |
138
4.85 IPS |
|
Object Detection (F16)
|
100% |
147
5.16 IPS |
|
Object Detection (I8)
|
52% |
206
7.22 IPS |
|
Face Detection (F32)
|
100% |
302
3.47 IPS |
|
Face Detection (F16)
|
100% |
288
3.31 IPS |
|
Face Detection (I8)
|
75% |
383
4.40 IPS |
|
Text Classification (F32)
|
100% |
270
106.7 IPS |
|
Text Classification (F16)
|
100% |
271
107.2 IPS |
|
Machine Translation (F32)
|
100% |
343
52.9 IPS |
|
Machine Translation (F16)
|
100% |
343
52.9 IPS |