| User | Dragon0118 |
| Upload Date | December 09 2022 06:20 AM |
| Views | 3 |
| 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 | NNAPI |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
202
21.6 IPS |
|
|
Image Classification (F16)
|
100% |
212
22.8 IPS |
|
|
Image Classification (I8)
|
81% |
234
25.1 IPS |
|
|
Image Segmentation (F32)
|
100% |
368
2.27 IPS |
|
|
Image Segmentation (F16)
|
100% |
387
2.39 IPS |
|
|
Image Segmentation (I8)
|
89% |
3142
19.4 IPS |
|
|
Pose Estimation (F32)
|
100% |
209
0.85 IPS |
|
|
Pose Estimation (F16)
|
100% |
212
0.86 IPS |
|
|
Pose Estimation (I8)
|
80% |
69
0.28 IPS |
|
|
Object Detection (F32)
|
100% |
195
6.84 IPS |
|
|
Object Detection (F16)
|
100% |
1014
35.6 IPS |
|
|
Object Detection (I8)
|
52% |
292
10.3 IPS |
|
|
Face Detection (F32)
|
100% |
248
2.85 IPS |
|
|
Face Detection (F16)
|
100% |
262
3.01 IPS |
|
|
Face Detection (I8)
|
75% |
324
3.72 IPS |
|
|
Text Classification (F32)
|
100% |
601
237.8 IPS |
|
|
Text Classification (F16)
|
100% |
195
77.3 IPS |
|
|
Machine Translation (F32)
|
100% |
459
70.8 IPS |
|
|
Machine Translation (F16)
|
100% |
458
70.6 IPS |
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