Upload Date | August 13 2023 11:37 AM |
Views | 1 |
System Information | |
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Operating System | Android 13 |
Model | Xiaomi 220333QL |
Model ID | Xiaomi 220333QL |
Motherboard | wind |
Governor | schedutil |
CPU Information | |
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Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3337 revision 0 |
Base Frequency | 1.90 GHz |
Cluster 1 | 4 Cores @ 1.90 GHz |
Cluster 2 | 4 Cores @ 2.40 GHz |
Memory Information | |
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Size | 2.58 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
126
13.5 IPS |
|
Image Classification (F16)
|
100% |
136
14.6 IPS |
|
Image Classification (I8)
|
81% |
272
29.2 IPS |
|
Image Segmentation (F32)
|
100% |
236
1.46 IPS |
|
Image Segmentation (F16)
|
100% |
238
1.47 IPS |
|
Image Segmentation (I8)
|
89% |
575
3.55 IPS |
|
Pose Estimation (F32)
|
100% |
104
0.42 IPS |
|
Pose Estimation (F16)
|
100% |
103
0.42 IPS |
|
Pose Estimation (I8)
|
80% |
168
0.68 IPS |
|
Object Detection (F32)
|
100% |
192
6.72 IPS |
|
Object Detection (F16)
|
100% |
189
6.62 IPS |
|
Object Detection (I8)
|
52% |
279
9.79 IPS |
|
Face Detection (F32)
|
100% |
229
2.63 IPS |
|
Face Detection (F16)
|
100% |
225
2.59 IPS |
|
Face Detection (I8)
|
75% |
450
5.17 IPS |
|
Text Classification (F32)
|
100% |
141
55.7 IPS |
|
Text Classification (F16)
|
100% |
141
55.6 IPS |
|
Machine Translation (F32)
|
100% |
150
23.1 IPS |
|
Machine Translation (F16)
|
100% |
155
23.9 IPS |