Upload Date | May 16 2022 08:38 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
Model | OnePlus 8T |
Model ID | OnePlus KB2003 |
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 | 0 MHz |
Cluster 1 | 4 Cores @ 0.00 Hz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 7.38 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1265
135.5 IPS |
|
Image Classification (F16)
|
100% |
2227
238.6 IPS |
|
Image Classification (I8)
|
80% |
1955
209.5 IPS |
|
Image Segmentation (F32)
|
100% |
2910
18.0 IPS |
|
Image Segmentation (F16)
|
100% |
5209
32.2 IPS |
|
Image Segmentation (I8)
|
89% |
5080
31.4 IPS |
|
Pose Estimation (F32)
|
100% |
1535
6.21 IPS |
|
Pose Estimation (F16)
|
100% |
2663
10.8 IPS |
|
Pose Estimation (I8)
|
80% |
2673
10.8 IPS |
|
Object Detection (F32)
|
100% |
721
25.3 IPS |
|
Object Detection (F16)
|
99% |
1043
36.6 IPS |
|
Object Detection (I8)
|
53% |
996
35.0 IPS |
|
Face Detection (F32)
|
100% |
2197
25.2 IPS |
|
Face Detection (F16)
|
97% |
4012
46.1 IPS |
|
Face Detection (I8)
|
76% |
3462
39.8 IPS |
|
Text Classification (F32)
|
100% |
601
237.7 IPS |
|
Text Classification (F16)
|
98% |
653
258.1 IPS |
|
Machine Translation (F32)
|
100% |
558
86.0 IPS |
|
Machine Translation (F16)
|
100% |
566
87.2 IPS |