Upload Date | May 14 2022 10:08 PM |
Views | 1 |
System Information | |
---|---|
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 | |
---|---|
Size | 5.42 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
619
66.4 IPS |
|
Image Classification (F16)
|
100% |
1209
129.5 IPS |
|
Image Classification (I8)
|
80% |
1061
113.7 IPS |
|
Image Segmentation (F32)
|
100% |
1534
9.48 IPS |
|
Image Segmentation (F16)
|
100% |
3000
18.5 IPS |
|
Image Segmentation (I8)
|
89% |
2997
18.5 IPS |
|
Pose Estimation (F32)
|
100% |
322
1.30 IPS |
|
Pose Estimation (F16)
|
100% |
1698
6.87 IPS |
|
Pose Estimation (I8)
|
80% |
1712
6.93 IPS |
|
Object Detection (F32)
|
100% |
498
17.5 IPS |
|
Object Detection (F16)
|
100% |
718
25.2 IPS |
|
Object Detection (I8)
|
54% |
599
21.0 IPS |
|
Face Detection (F32)
|
100% |
1249
14.4 IPS |
|
Face Detection (F16)
|
97% |
2632
30.2 IPS |
|
Face Detection (I8)
|
75% |
2419
27.8 IPS |
|
Text Classification (F32)
|
100% |
779
308.2 IPS |
|
Text Classification (F16)
|
98% |
951
376.3 IPS |
|
Machine Translation (F32)
|
100% |
385
59.3 IPS |
|
Machine Translation (F16)
|
100% |
386
59.5 IPS |