Upload Date | August 13 2023 11:36 PM |
Views | 1 |
System Information | |
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Operating System | Android 9 |
Model | Huawei Honor 8X |
Model ID | HUAWEI JSN-L22 |
Motherboard | JSN-L22 |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3337 revision 2 |
Base Frequency | 1.71 GHz |
Cluster 1 | 4 Cores @ 1.71 GHz |
Cluster 2 | 4 Cores @ 2.19 GHz |
Memory Information | |
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Size | 3.62 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
71
7.63 IPS |
|
Image Classification (F16)
|
100% |
55
5.94 IPS |
|
Image Classification (I8)
|
81% |
95
10.2 IPS |
|
Image Segmentation (F32)
|
100% |
157
0.97 IPS |
|
Image Segmentation (F16)
|
100% |
157
0.97 IPS |
|
Image Segmentation (I8)
|
89% |
409
2.53 IPS |
|
Pose Estimation (F32)
|
100% |
80
0.32 IPS |
|
Pose Estimation (F16)
|
100% |
76
0.31 IPS |
|
Pose Estimation (I8)
|
80% |
118
0.48 IPS |
|
Object Detection (F32)
|
100% |
93
3.25 IPS |
|
Object Detection (F16)
|
100% |
88
3.09 IPS |
|
Object Detection (I8)
|
52% |
176
6.19 IPS |
|
Face Detection (F32)
|
100% |
148
1.71 IPS |
|
Face Detection (F16)
|
100% |
144
1.65 IPS |
|
Face Detection (I8)
|
75% |
235
2.71 IPS |
|
Text Classification (F32)
|
100% |
99
39.3 IPS |
|
Text Classification (F16)
|
100% |
106
41.9 IPS |
|
Machine Translation (F32)
|
100% |
91
14.0 IPS |
|
Machine Translation (F16)
|
100% |
91
14.1 IPS |