Upload Date | December 17 2024 09:08 PM |
Views | 3 |
System Information | |
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Operating System | Android 10 |
Model | Huawei Honor View 10 |
Model ID | HUAWEI BKL-L09 |
Motherboard | BKL |
CPU Information | |
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Name | ARM Hisilicon |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3337 revision 2 |
Base Frequency | 1.84 GHz |
Cluster 1 | 4 Cores @ 1.84 GHz |
Cluster 2 | 4 Cores @ 2.36 GHz |
Memory Information | |
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Size | 5.53 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
139
14.9 IPS |
|
Image Classification (F16)
|
100% |
139
14.8 IPS |
|
Image Classification (I8)
|
81% |
131
14.0 IPS |
|
Image Segmentation (F32)
|
100% |
246
1.52 IPS |
|
Image Segmentation (F16)
|
100% |
246
1.52 IPS |
|
Image Segmentation (I8)
|
89% |
503
3.11 IPS |
|
Pose Estimation (F32)
|
100% |
97
0.39 IPS |
|
Pose Estimation (F16)
|
100% |
94
0.38 IPS |
|
Pose Estimation (I8)
|
80% |
151
0.61 IPS |
|
Object Detection (F32)
|
100% |
197
6.90 IPS |
|
Object Detection (F16)
|
100% |
195
6.85 IPS |
|
Object Detection (I8)
|
52% |
199
7.00 IPS |
|
Face Detection (F32)
|
100% |
257
2.95 IPS |
|
Face Detection (F16)
|
100% |
254
2.92 IPS |
|
Face Detection (I8)
|
75% |
327
3.76 IPS |
|
Text Classification (F32)
|
100% |
124
48.9 IPS |
|
Text Classification (F16)
|
100% |
126
50.0 IPS |
|
Machine Translation (F32)
|
100% |
105
16.2 IPS |
|
Machine Translation (F16)
|
100% |
105
16.2 IPS |