| Upload Date | July 16 2022 06:29 PM |
| Views | 1 |
| System Information | |
|---|---|
| Operating System | Android 10 |
| Model | Huawei Mate 20 Pro |
| Model ID | HUAWEI LYA-L29 |
| Motherboard | LYA |
| CPU Information | |
|---|---|
| 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 | NNAPI |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
234
25.1 IPS |
|
|
Image Classification (F16)
|
99% |
294
31.5 IPS |
|
|
Image Classification (I8)
|
81% |
222
23.8 IPS |
|
|
Image Segmentation (F32)
|
100% |
463
2.86 IPS |
|
|
Image Segmentation (F16)
|
100% |
455
2.81 IPS |
|
|
Image Segmentation (I8)
|
89% |
412
2.54 IPS |
|
|
Pose Estimation (F32)
|
100% |
223
0.90 IPS |
|
|
Pose Estimation (F16)
|
100% |
1315
5.32 IPS |
|
|
Pose Estimation (I8)
|
80% |
67
0.27 IPS |
|
|
Object Detection (F32)
|
100% |
399
14.0 IPS |
|
|
Object Detection (F16)
|
99% |
505
17.7 IPS |
|
|
Object Detection (I8)
|
52% |
271
9.50 IPS |
|
|
Face Detection (F32)
|
100% |
490
5.63 IPS |
|
|
Face Detection (F16)
|
100% |
476
5.47 IPS |
|
|
Face Detection (I8)
|
75% |
318
3.65 IPS |
|
|
Text Classification (F32)
|
100% |
565
223.4 IPS |
|
|
Text Classification (F16)
|
100% |
565
223.4 IPS |
|
|
Machine Translation (F32)
|
100% |
398
61.4 IPS |
|
|
Machine Translation (F16)
|
100% |
399
61.4 IPS |
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