Upload Date | November 04 2022 11:48 PM |
Views | 1 |
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 | GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
613
65.7 IPS |
|
Image Classification (F16)
|
100% |
1206
129.2 IPS |
|
Image Classification (I8)
|
80% |
1054
112.9 IPS |
|
Image Segmentation (F32)
|
100% |
1542
9.53 IPS |
|
Image Segmentation (F16)
|
100% |
3060
18.9 IPS |
|
Image Segmentation (I8)
|
89% |
3077
19.0 IPS |
|
Pose Estimation (F32)
|
100% |
307
1.24 IPS |
|
Pose Estimation (F16)
|
100% |
1716
6.94 IPS |
|
Pose Estimation (I8)
|
80% |
1677
6.79 IPS |
|
Object Detection (F32)
|
100% |
458
16.1 IPS |
|
Object Detection (F16)
|
100% |
647
22.7 IPS |
|
Object Detection (I8)
|
54% |
530
18.6 IPS |
|
Face Detection (F32)
|
100% |
1270
14.6 IPS |
|
Face Detection (F16)
|
97% |
2611
30.0 IPS |
|
Face Detection (I8)
|
75% |
2316
26.6 IPS |
|
Text Classification (F32)
|
100% |
604
239.1 IPS |
|
Text Classification (F16)
|
98% |
646
255.5 IPS |
|
Machine Translation (F32)
|
100% |
392
60.4 IPS |
|
Machine Translation (F16)
|
100% |
392
60.5 IPS |