Upload Date | December 17 2024 09:12 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 | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
554
59.4 IPS |
|
Image Classification (F16)
|
100% |
952
102.0 IPS |
|
Image Classification (I8)
|
81% |
827
88.6 IPS |
|
Image Segmentation (F32)
|
100% |
1136
7.02 IPS |
|
Image Segmentation (F16)
|
100% |
2734
16.9 IPS |
|
Image Segmentation (I8)
|
89% |
2664
16.5 IPS |
|
Pose Estimation (F32)
|
100% |
271
1.09 IPS |
|
Pose Estimation (F16)
|
0% |
1174
4.75 IPS |
|
Pose Estimation (I8)
|
0% |
1183
4.79 IPS |
|
Object Detection (F32)
|
100% |
411
14.4 IPS |
|
Object Detection (F16)
|
99% |
579
20.3 IPS |
|
Object Detection (I8)
|
54% |
579
20.3 IPS |
|
Face Detection (F32)
|
100% |
1014
11.6 IPS |
|
Face Detection (F16)
|
97% |
2049
23.5 IPS |
|
Face Detection (I8)
|
75% |
1766
20.3 IPS |
|
Text Classification (F32)
|
100% |
431
170.3 IPS |
|
Text Classification (F16)
|
98% |
870
344.0 IPS |
|
Machine Translation (F32)
|
100% |
139
21.4 IPS |
|
Machine Translation (F16)
|
100% |
139
21.4 IPS |