Upload Date | May 15 2022 10:10 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | OnePlus 6T |
Model ID | OnePlus ONEPLUS A6010 |
Motherboard | sdm845 |
Governor | schedutil |
CPU Information | |
---|---|
Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 6 part 2050 revision 13 |
Base Frequency | 1.77 GHz |
Cluster 1 | 4 Cores @ 1.77 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Memory Information | |
---|---|
Size | 7.46 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
628
67.3 IPS |
|
Image Classification (F16)
|
100% |
1036
111.0 IPS |
|
Image Classification (I8)
|
80% |
921
98.7 IPS |
|
Image Segmentation (F32)
|
100% |
1349
8.33 IPS |
|
Image Segmentation (F16)
|
100% |
2196
13.6 IPS |
|
Image Segmentation (I8)
|
89% |
1914
11.8 IPS |
|
Pose Estimation (F32)
|
100% |
714
2.89 IPS |
|
Pose Estimation (F16)
|
100% |
1287
5.21 IPS |
|
Pose Estimation (I8)
|
80% |
1292
5.23 IPS |
|
Object Detection (F32)
|
100% |
187
6.57 IPS |
|
Object Detection (F16)
|
99% |
226
7.95 IPS |
|
Object Detection (I8)
|
53% |
269
9.45 IPS |
|
Face Detection (F32)
|
100% |
1114
12.8 IPS |
|
Face Detection (F16)
|
97% |
1683
19.3 IPS |
|
Face Detection (I8)
|
76% |
1417
16.3 IPS |
|
Text Classification (F32)
|
100% |
381
150.8 IPS |
|
Text Classification (F16)
|
98% |
443
175.3 IPS |
|
Machine Translation (F32)
|
100% |
85
13.0 IPS |
|
Machine Translation (F16)
|
100% |
82
12.7 IPS |