Upload Date | November 14 2024 11:22 AM |
Views | 6 |
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 |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
247
26.4 IPS |
|
Image Classification (F16)
|
100% |
140
15.0 IPS |
|
Image Classification (I8)
|
81% |
173
18.5 IPS |
|
Image Segmentation (F32)
|
100% |
341
2.11 IPS |
|
Image Segmentation (F16)
|
100% |
333
2.06 IPS |
|
Image Segmentation (I8)
|
89% |
612
3.78 IPS |
|
Pose Estimation (F32)
|
100% |
217
0.88 IPS |
|
Pose Estimation (F16)
|
100% |
219
0.89 IPS |
|
Pose Estimation (I8)
|
80% |
174
0.70 IPS |
|
Object Detection (F32)
|
100% |
156
5.49 IPS |
|
Object Detection (F16)
|
100% |
152
5.34 IPS |
|
Object Detection (I8)
|
52% |
231
8.11 IPS |
|
Face Detection (F32)
|
100% |
347
3.98 IPS |
|
Face Detection (F16)
|
100% |
348
4.00 IPS |
|
Face Detection (I8)
|
75% |
392
4.50 IPS |
|
Text Classification (F32)
|
100% |
386
152.5 IPS |
|
Text Classification (F16)
|
100% |
428
169.3 IPS |
|
Machine Translation (F32)
|
100% |
460
70.9 IPS |
|
Machine Translation (F16)
|
100% |
460
70.9 IPS |