Upload Date | May 15 2022 08:48 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 10 |
Model | Huawei nova 5T |
Model ID | HUAWEI YAL-L21 |
Motherboard | YAL |
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 | 5.50 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
612
65.6 IPS |
|
Image Classification (F16)
|
100% |
1170
125.4 IPS |
|
Image Classification (I8)
|
80% |
1057
113.3 IPS |
|
Image Segmentation (F32)
|
100% |
1562
9.65 IPS |
|
Image Segmentation (F16)
|
100% |
3008
18.6 IPS |
|
Image Segmentation (I8)
|
89% |
3079
19.0 IPS |
|
Pose Estimation (F32)
|
100% |
323
1.31 IPS |
|
Pose Estimation (F16)
|
100% |
1693
6.85 IPS |
|
Pose Estimation (I8)
|
80% |
1695
6.86 IPS |
|
Object Detection (F32)
|
100% |
462
16.2 IPS |
|
Object Detection (F16)
|
100% |
701
24.6 IPS |
|
Object Detection (I8)
|
54% |
653
22.9 IPS |
|
Face Detection (F32)
|
100% |
1256
14.4 IPS |
|
Face Detection (F16)
|
97% |
2624
30.1 IPS |
|
Face Detection (I8)
|
75% |
2312
26.6 IPS |
|
Text Classification (F32)
|
100% |
721
285.0 IPS |
|
Text Classification (F16)
|
98% |
785
310.6 IPS |
|
Machine Translation (F32)
|
100% |
387
59.6 IPS |
|
Machine Translation (F16)
|
100% |
382
58.8 IPS |