Upload Date | January 15 2022 01:06 AM |
Views | 2 |
System Information | |
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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 | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
459
49.1 IPS |
|
Image Classification (F16)
|
100% |
393
42.1 IPS |
|
Image Classification (I8)
|
81% |
203
21.7 IPS |
|
Image Segmentation (F32)
|
100% |
687
4.25 IPS |
|
Image Segmentation (F16)
|
100% |
661
4.08 IPS |
|
Image Segmentation (I8)
|
89% |
896
5.53 IPS |
|
Pose Estimation (F32)
|
100% |
306
1.24 IPS |
|
Pose Estimation (F16)
|
100% |
286
1.16 IPS |
|
Pose Estimation (I8)
|
80% |
247
1.00 IPS |
|
Object Detection (F32)
|
100% |
444
15.6 IPS |
|
Object Detection (F16)
|
100% |
457
16.1 IPS |
|
Object Detection (I8)
|
52% |
277
9.72 IPS |
|
Face Detection (F32)
|
100% |
643
7.39 IPS |
|
Face Detection (F16)
|
100% |
639
7.34 IPS |
|
Face Detection (I8)
|
75% |
530
6.09 IPS |
|
Text Classification (F32)
|
100% |
332
131.4 IPS |
|
Text Classification (F16)
|
100% |
339
134.2 IPS |
|
Machine Translation (F32)
|
100% |
762
117.4 IPS |
|
Machine Translation (F16)
|
100% |
766
118.0 IPS |