Upload Date | January 15 2022 01:09 AM |
Views | 4 |
System Information | |
---|---|
Operating System | Android 11 |
Model | OnePlus LE2111 |
Model ID | OnePlus LE2111 |
Motherboard | lahaina |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3396 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 | |
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Size | 7.02 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1271
136.2 IPS |
|
Image Classification (F16)
|
100% |
1935
207.4 IPS |
|
Image Classification (I8)
|
80% |
1697
181.8 IPS |
|
Image Segmentation (F32)
|
100% |
3227
19.9 IPS |
|
Image Segmentation (F16)
|
100% |
4996
30.9 IPS |
|
Image Segmentation (I8)
|
89% |
4834
29.9 IPS |
|
Pose Estimation (F32)
|
100% |
1520
6.15 IPS |
|
Pose Estimation (F16)
|
100% |
2835
11.5 IPS |
|
Pose Estimation (I8)
|
80% |
2827
11.4 IPS |
|
Object Detection (F32)
|
100% |
715
25.1 IPS |
|
Object Detection (F16)
|
99% |
797
28.0 IPS |
|
Object Detection (I8)
|
53% |
753
26.4 IPS |
|
Face Detection (F32)
|
100% |
2256
25.9 IPS |
|
Face Detection (F16)
|
97% |
3830
44.0 IPS |
|
Face Detection (I8)
|
75% |
3379
38.8 IPS |
|
Text Classification (F32)
|
100% |
735
290.9 IPS |
|
Text Classification (F16)
|
98% |
848
335.4 IPS |
|
Machine Translation (F32)
|
100% |
761
117.3 IPS |
|
Machine Translation (F16)
|
100% |
763
117.6 IPS |