Upload Date | July 22 2021 09:42 AM |
Views | 2 |
System Information | |
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Operating System | Android 10 |
Model | Realme 5 Pro |
Model ID | realme RMX1971 |
Motherboard | sdm710 |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 6 part 2050 revision 13 |
Base Frequency | 1.71 GHz |
Cluster 1 | 6 Cores @ 1.71 GHz |
Cluster 2 | 2 Cores @ 2.30 GHz |
Memory Information | |
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Size | 3.57 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
94
10.0 IPS |
|
Image Classification (F16)
|
100% |
89
9.52 IPS |
|
Image Classification (I8)
|
81% |
196
21.0 IPS |
|
Image Segmentation (F32)
|
100% |
249
1.54 IPS |
|
Image Segmentation (F16)
|
100% |
246
1.52 IPS |
|
Image Segmentation (I8)
|
89% |
487
3.01 IPS |
|
Pose Estimation (F32)
|
100% |
107
0.43 IPS |
|
Pose Estimation (F16)
|
100% |
107
0.43 IPS |
|
Pose Estimation (I8)
|
80% |
130
0.53 IPS |
|
Object Detection (F32)
|
100% |
143
5.02 IPS |
|
Object Detection (F16)
|
100% |
143
5.03 IPS |
|
Object Detection (I8)
|
52% |
220
7.72 IPS |
|
Face Detection (F32)
|
100% |
217
2.50 IPS |
|
Face Detection (F16)
|
100% |
218
2.50 IPS |
|
Face Detection (I8)
|
75% |
362
4.16 IPS |
|
Text Classification (F32)
|
100% |
164
64.9 IPS |
|
Text Classification (F16)
|
100% |
160
63.3 IPS |
|
Machine Translation (F32)
|
100% |
133
20.4 IPS |
|
Machine Translation (F16)
|
100% |
124
19.1 IPS |