Upload Date | September 26 2022 04:31 AM |
Views | 1 |
System Information | |
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Operating System | Android 10 |
Model | Huawei P20 Pro |
Model ID | HUAWEI CLT-L09 |
Motherboard | CLT |
CPU Information | |
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Name | ARM vendor |
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% |
72
7.75 IPS |
|
Image Classification (F16)
|
100% |
72
7.76 IPS |
|
Image Classification (I8)
|
81% |
96
10.3 IPS |
|
Image Segmentation (F32)
|
100% |
215
1.33 IPS |
|
Image Segmentation (F16)
|
100% |
180
1.11 IPS |
|
Image Segmentation (I8)
|
89% |
468
2.89 IPS |
|
Pose Estimation (F32)
|
100% |
81
0.33 IPS |
|
Pose Estimation (F16)
|
100% |
81
0.33 IPS |
|
Pose Estimation (I8)
|
80% |
121
0.49 IPS |
|
Object Detection (F32)
|
100% |
104
3.65 IPS |
|
Object Detection (F16)
|
100% |
109
3.83 IPS |
|
Object Detection (I8)
|
52% |
178
6.26 IPS |
|
Face Detection (F32)
|
100% |
183
2.10 IPS |
|
Face Detection (F16)
|
100% |
182
2.09 IPS |
|
Face Detection (I8)
|
75% |
264
3.04 IPS |
|
Text Classification (F32)
|
100% |
134
53.1 IPS |
|
Text Classification (F16)
|
100% |
136
53.6 IPS |
|
Machine Translation (F32)
|
100% |
67
10.4 IPS |
|
Machine Translation (F16)
|
100% |
68
10.4 IPS |