Upload Date | November 25 2021 05:35 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 10 |
Model | Huawei nova 5T |
Model ID | HUAWEI YAL-L21 |
Motherboard | YAL |
CPU Information | |
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Name | Hisilicon |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
213
22.8 IPS |
|
Image Classification (F16)
|
100% |
119
12.7 IPS |
|
Image Classification (I8)
|
81% |
173
18.6 IPS |
|
Image Segmentation (F32)
|
100% |
345
2.13 IPS |
|
Image Segmentation (F16)
|
100% |
367
2.26 IPS |
|
Image Segmentation (I8)
|
89% |
622
3.84 IPS |
|
Pose Estimation (F32)
|
100% |
200
0.81 IPS |
|
Pose Estimation (F16)
|
100% |
191
0.77 IPS |
|
Pose Estimation (I8)
|
80% |
167
0.68 IPS |
|
Object Detection (F32)
|
100% |
150
5.28 IPS |
|
Object Detection (F16)
|
100% |
146
5.12 IPS |
|
Object Detection (I8)
|
52% |
241
8.45 IPS |
|
Face Detection (F32)
|
100% |
362
4.16 IPS |
|
Face Detection (F16)
|
100% |
364
4.19 IPS |
|
Face Detection (I8)
|
75% |
407
4.68 IPS |
|
Text Classification (F32)
|
100% |
443
175.1 IPS |
|
Text Classification (F16)
|
100% |
441
174.5 IPS |
|
Machine Translation (F32)
|
100% |
389
60.0 IPS |
|
Machine Translation (F16)
|
100% |
389
60.0 IPS |