| Upload Date | July 16 2022 06:22 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 | CPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
342
36.7 IPS |
|
|
Image Classification (F16)
|
100% |
275
29.5 IPS |
|
|
Image Classification (I8)
|
81% |
201
21.5 IPS |
|
|
Image Segmentation (F32)
|
100% |
491
3.03 IPS |
|
|
Image Segmentation (F16)
|
100% |
503
3.11 IPS |
|
|
Image Segmentation (I8)
|
89% |
764
4.72 IPS |
|
|
Pose Estimation (F32)
|
100% |
251
1.01 IPS |
|
|
Pose Estimation (F16)
|
100% |
240
0.97 IPS |
|
|
Pose Estimation (I8)
|
80% |
207
0.84 IPS |
|
|
Object Detection (F32)
|
100% |
409
14.4 IPS |
|
|
Object Detection (F16)
|
100% |
400
14.1 IPS |
|
|
Object Detection (I8)
|
52% |
305
10.7 IPS |
|
|
Face Detection (F32)
|
100% |
519
5.97 IPS |
|
|
Face Detection (F16)
|
100% |
518
5.95 IPS |
|
|
Face Detection (I8)
|
75% |
499
5.73 IPS |
|
|
Text Classification (F32)
|
100% |
340
134.4 IPS |
|
|
Text Classification (F16)
|
100% |
340
134.4 IPS |
|
|
Machine Translation (F32)
|
100% |
395
60.9 IPS |
|
|
Machine Translation (F16)
|
100% |
393
60.5 IPS |
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