Upload Date | January 19 2022 08:07 AM |
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 | 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
22.9 IPS |
|
Image Classification (F16)
|
100% |
202
21.7 IPS |
|
Image Classification (I8)
|
81% |
177
19.0 IPS |
|
Image Segmentation (F32)
|
100% |
357
2.21 IPS |
|
Image Segmentation (F16)
|
100% |
335
2.07 IPS |
|
Image Segmentation (I8)
|
89% |
619
3.83 IPS |
|
Pose Estimation (F32)
|
100% |
195
0.79 IPS |
|
Pose Estimation (F16)
|
100% |
191
0.77 IPS |
|
Pose Estimation (I8)
|
80% |
168
0.68 IPS |
|
Object Detection (F32)
|
100% |
172
6.03 IPS |
|
Object Detection (F16)
|
100% |
151
5.30 IPS |
|
Object Detection (I8)
|
52% |
240
8.43 IPS |
|
Face Detection (F32)
|
100% |
350
4.02 IPS |
|
Face Detection (F16)
|
100% |
353
4.06 IPS |
|
Face Detection (I8)
|
75% |
407
4.68 IPS |
|
Text Classification (F32)
|
100% |
427
168.9 IPS |
|
Text Classification (F16)
|
100% |
372
147.2 IPS |
|
Machine Translation (F32)
|
100% |
387
59.7 IPS |
|
Machine Translation (F16)
|
100% |
388
59.8 IPS |