Upload Date | September 29 2021 01:21 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 11 |
Model | OnePlus 7 Pro |
Model ID | OnePlus GM1915 |
Motherboard | msmnile |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 7.30 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
542
58.0 IPS |
|
Image Classification (F16)
|
100% |
776
83.1 IPS |
|
Image Classification (I8)
|
80% |
1792
192.0 IPS |
|
Image Segmentation (F32)
|
100% |
612
3.78 IPS |
|
Image Segmentation (F16)
|
100% |
693
4.28 IPS |
|
Image Segmentation (I8)
|
89% |
3956
24.4 IPS |
|
Pose Estimation (F32)
|
100% |
331
1.34 IPS |
|
Pose Estimation (F16)
|
100% |
819
3.31 IPS |
|
Pose Estimation (I8)
|
80% |
3253
13.2 IPS |
|
Object Detection (F32)
|
100% |
314
11.0 IPS |
|
Object Detection (F16)
|
100% |
477
16.7 IPS |
|
Object Detection (I8)
|
52% |
972
34.1 IPS |
|
Face Detection (F32)
|
100% |
753
8.65 IPS |
|
Face Detection (F16)
|
97% |
875
10.1 IPS |
|
Face Detection (I8)
|
75% |
2904
33.4 IPS |
|
Text Classification (F32)
|
54% |
11
4.31 IPS |
|
Text Classification (F16)
|
54% |
11
4.21 IPS |
|
Machine Translation (F32)
|
100% |
372
57.4 IPS |
|
Machine Translation (F16)
|
100% |
375
57.8 IPS |