| User | Dragon0118 |
| Upload Date | December 09 2022 06:16 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 | GPU |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (F32)
|
100% |
718
76.9 IPS |
|
|
Image Classification (F16)
|
100% |
1077
115.4 IPS |
|
|
Image Classification (I8)
|
80% |
968
103.7 IPS |
|
|
Image Segmentation (F32)
|
100% |
1735
10.7 IPS |
|
|
Image Segmentation (F16)
|
100% |
2980
18.4 IPS |
|
|
Image Segmentation (I8)
|
89% |
2893
17.9 IPS |
|
|
Pose Estimation (F32)
|
100% |
422
1.71 IPS |
|
|
Pose Estimation (F16)
|
100% |
2098
8.49 IPS |
|
|
Pose Estimation (I8)
|
80% |
2074
8.39 IPS |
|
|
Object Detection (F32)
|
100% |
348
12.2 IPS |
|
|
Object Detection (F16)
|
100% |
452
15.9 IPS |
|
|
Object Detection (I8)
|
54% |
467
16.4 IPS |
|
|
Face Detection (F32)
|
100% |
1299
14.9 IPS |
|
|
Face Detection (F16)
|
97% |
2683
30.8 IPS |
|
|
Face Detection (I8)
|
75% |
2068
23.8 IPS |
|
|
Text Classification (F32)
|
100% |
622
246.2 IPS |
|
|
Text Classification (F16)
|
98% |
884
349.5 IPS |
|
|
Machine Translation (F32)
|
100% |
447
68.8 IPS |
|
|
Machine Translation (F16)
|
100% |
449
69.2 IPS |
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