Upload Date | December 12 2024 05:57 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | OnePlus 6T |
Model ID | OnePlus ONEPLUS A6013 |
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% |
585
62.6 IPS |
|
Image Classification (F16)
|
100% |
938
100.5 IPS |
|
Image Classification (I8)
|
80% |
870
93.2 IPS |
|
Image Segmentation (F32)
|
100% |
1384
8.55 IPS |
|
Image Segmentation (F16)
|
100% |
2314
14.3 IPS |
|
Image Segmentation (I8)
|
89% |
2001
12.4 IPS |
|
Pose Estimation (F32)
|
100% |
723
2.92 IPS |
|
Pose Estimation (F16)
|
100% |
1297
5.25 IPS |
|
Pose Estimation (I8)
|
80% |
1298
5.25 IPS |
|
Object Detection (F32)
|
100% |
293
10.3 IPS |
|
Object Detection (F16)
|
99% |
509
17.9 IPS |
|
Object Detection (I8)
|
53% |
450
15.8 IPS |
|
Face Detection (F32)
|
100% |
1192
13.7 IPS |
|
Face Detection (F16)
|
97% |
1777
20.4 IPS |
|
Face Detection (I8)
|
76% |
1618
18.6 IPS |
|
Text Classification (F32)
|
100% |
410
162.3 IPS |
|
Text Classification (F16)
|
98% |
488
193.0 IPS |
|
Machine Translation (F32)
|
100% |
231
35.6 IPS |
|
Machine Translation (F16)
|
100% |
231
35.7 IPS |