| User | Dragon0118 |
| Upload Date | December 09 2022 06:14 AM |
| Views | 2 |
| System Information | |
|---|---|
| Operating System | Android 10 |
| Model | HUAWEI LIO-L29 |
| Model ID | HUAWEI LIO-L29 |
| Motherboard | LIO |
| CPU Information | |
|---|---|
| Name | vendor |
| Topology | 1 Processor, 8 Cores |
| Identifier | ARM implementer 72 architecture 8 variant 3 part 3392 revision 0 |
| Base Frequency | 1.86 GHz |
| Cluster 1 | 4 Cores @ 1.86 GHz |
| Cluster 2 | 2 Cores @ 2.09 GHz |
| Cluster 3 | 2 Cores @ 2.86 GHz |
| Memory Information | |
|---|---|
| Size | 7.34 GB |
| Inference Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
232
24.8 IPS |
|
|
Image Classification (F16)
|
100% |
120
12.8 IPS |
|
|
Image Classification (I8)
|
81% |
172
18.4 IPS |
|
|
Image Segmentation (F32)
|
100% |
328
2.03 IPS |
|
|
Image Segmentation (F16)
|
100% |
326
2.01 IPS |
|
|
Image Segmentation (I8)
|
89% |
609
3.76 IPS |
|
|
Pose Estimation (F32)
|
100% |
214
0.87 IPS |
|
|
Pose Estimation (F16)
|
100% |
215
0.87 IPS |
|
|
Pose Estimation (I8)
|
80% |
172
0.70 IPS |
|
|
Object Detection (F32)
|
100% |
157
5.51 IPS |
|
|
Object Detection (F16)
|
100% |
156
5.47 IPS |
|
|
Object Detection (I8)
|
52% |
234
8.21 IPS |
|
|
Face Detection (F32)
|
100% |
370
4.25 IPS |
|
|
Face Detection (F16)
|
100% |
356
4.09 IPS |
|
|
Face Detection (I8)
|
75% |
392
4.50 IPS |
|
|
Text Classification (F32)
|
100% |
437
172.7 IPS |
|
|
Text Classification (F16)
|
100% |
423
167.2 IPS |
|
|
Machine Translation (F32)
|
100% |
456
70.2 IPS |
|
|
Machine Translation (F16)
|
100% |
455
70.1 IPS |
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