Upload Date | October 06 2022 12:03 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | OnePlus 8T |
Model ID | OnePlus KB2005 |
Motherboard | kona |
Governor | schedutil |
CPU Information | |
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Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 11.24 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
861
92.3 IPS |
|
Image Classification (F16)
|
100% |
1547
165.7 IPS |
|
Image Classification (I8)
|
80% |
1311
140.5 IPS |
|
Image Segmentation (F32)
|
100% |
2329
14.4 IPS |
|
Image Segmentation (F16)
|
100% |
4021
24.8 IPS |
|
Image Segmentation (I8)
|
89% |
3711
22.9 IPS |
|
Pose Estimation (F32)
|
100% |
1210
4.90 IPS |
|
Pose Estimation (F16)
|
100% |
2055
8.32 IPS |
|
Pose Estimation (I8)
|
80% |
2053
8.31 IPS |
|
Object Detection (F32)
|
100% |
477
16.7 IPS |
|
Object Detection (F16)
|
99% |
637
22.3 IPS |
|
Object Detection (I8)
|
53% |
710
24.9 IPS |
|
Face Detection (F32)
|
100% |
1630
18.7 IPS |
|
Face Detection (F16)
|
97% |
2781
32.0 IPS |
|
Face Detection (I8)
|
76% |
2521
29.0 IPS |
|
Text Classification (F32)
|
100% |
422
166.9 IPS |
|
Text Classification (F16)
|
98% |
481
190.3 IPS |
|
Machine Translation (F32)
|
100% |
566
87.3 IPS |
|
Machine Translation (F16)
|
100% |
567
87.3 IPS |