Upload Date | December 08 2022 12:02 PM |
Views | 2 |
System Information | |
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Operating System | Android 10 |
Model | Huawei Mate 20 Pro |
Model ID | HUAWEI LYA-L29 |
Motherboard | LYA |
CPU Information | |
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Name | vendor |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 72 architecture 8 variant 1 part 3392 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 1.92 GHz |
Cluster 3 | 2 Cores @ 2.60 GHz |
Memory Information | |
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Size | 5.42 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
343
36.7 IPS |
|
Image Classification (F16)
|
100% |
288
30.9 IPS |
|
Image Classification (I8)
|
81% |
201
21.5 IPS |
|
Image Segmentation (F32)
|
100% |
496
3.06 IPS |
|
Image Segmentation (F16)
|
100% |
493
3.04 IPS |
|
Image Segmentation (I8)
|
89% |
778
4.81 IPS |
|
Pose Estimation (F32)
|
100% |
186
0.75 IPS |
|
Pose Estimation (F16)
|
100% |
179
0.73 IPS |
|
Pose Estimation (I8)
|
80% |
198
0.80 IPS |
|
Object Detection (F32)
|
100% |
375
13.2 IPS |
|
Object Detection (F16)
|
100% |
369
12.9 IPS |
|
Object Detection (I8)
|
52% |
311
10.9 IPS |
|
Face Detection (F32)
|
100% |
511
5.87 IPS |
|
Face Detection (F16)
|
100% |
497
5.71 IPS |
|
Face Detection (I8)
|
75% |
495
5.68 IPS |
|
Text Classification (F32)
|
100% |
340
134.3 IPS |
|
Text Classification (F16)
|
100% |
341
134.9 IPS |
|
Machine Translation (F32)
|
100% |
390
60.1 IPS |
|
Machine Translation (F16)
|
100% |
390
60.0 IPS |