Upload Date | June 12 2021 09:22 PM |
Views | 1 |
System Information | |
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Operating System | Android 10 |
Model | Xiaomi M2010J19CG |
Model ID | Xiaomi M2010J19CG |
Motherboard | citrus |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 10 part 2048 revision 2 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 4 Cores @ 2.02 GHz |
Memory Information | |
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Size | 3.63 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
108
11.6 IPS |
|
Image Classification (F16)
|
100% |
103
11.0 IPS |
|
Image Classification (I8)
|
81% |
242
25.9 IPS |
|
Image Segmentation (F32)
|
100% |
189
1.17 IPS |
|
Image Segmentation (F16)
|
100% |
191
1.18 IPS |
|
Image Segmentation (I8)
|
89% |
465
2.87 IPS |
|
Pose Estimation (F32)
|
100% |
93
0.38 IPS |
|
Pose Estimation (F16)
|
100% |
94
0.38 IPS |
|
Pose Estimation (I8)
|
80% |
148
0.60 IPS |
|
Object Detection (F32)
|
100% |
138
4.85 IPS |
|
Object Detection (F16)
|
100% |
144
5.04 IPS |
|
Object Detection (I8)
|
52% |
213
7.47 IPS |
|
Face Detection (F32)
|
100% |
182
2.09 IPS |
|
Face Detection (F16)
|
100% |
178
2.05 IPS |
|
Face Detection (I8)
|
75% |
380
4.36 IPS |
|
Text Classification (F32)
|
100% |
117
46.3 IPS |
|
Text Classification (F16)
|
100% |
116
46.0 IPS |
|
Machine Translation (F32)
|
100% |
103
15.8 IPS |
|
Machine Translation (F16)
|
100% |
99
15.3 IPS |