Upload Date | September 26 2022 11:46 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | OnePlus 6T |
Model ID | OnePlus ONEPLUS A6013 |
Motherboard | sdm845 |
Governor | schedutil |
CPU Information | |
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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 | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
562
60.2 IPS |
|
Image Classification (F16)
|
100% |
886
94.9 IPS |
|
Image Classification (I8)
|
80% |
787
84.3 IPS |
|
Image Segmentation (F32)
|
100% |
1354
8.36 IPS |
|
Image Segmentation (F16)
|
100% |
2216
13.7 IPS |
|
Image Segmentation (I8)
|
89% |
1927
11.9 IPS |
|
Pose Estimation (F32)
|
100% |
719
2.91 IPS |
|
Pose Estimation (F16)
|
100% |
1294
5.24 IPS |
|
Pose Estimation (I8)
|
80% |
1289
5.22 IPS |
|
Object Detection (F32)
|
100% |
255
8.96 IPS |
|
Object Detection (F16)
|
99% |
435
15.3 IPS |
|
Object Detection (I8)
|
53% |
420
14.7 IPS |
|
Face Detection (F32)
|
100% |
1120
12.9 IPS |
|
Face Detection (F16)
|
97% |
1699
19.5 IPS |
|
Face Detection (I8)
|
76% |
1475
16.9 IPS |
|
Text Classification (F32)
|
100% |
401
158.6 IPS |
|
Text Classification (F16)
|
98% |
450
178.1 IPS |
|
Machine Translation (F32)
|
100% |
232
35.8 IPS |
|
Machine Translation (F16)
|
100% |
231
35.6 IPS |