Upload Date | May 16 2022 10:42 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Xiaomi M2010J19SG |
Model ID | Xiaomi M2010J19SG |
Motherboard | lime |
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% |
101
10.8 IPS |
|
Image Classification (F16)
|
100% |
108
11.6 IPS |
|
Image Classification (I8)
|
81% |
227
24.3 IPS |
|
Image Segmentation (F32)
|
100% |
195
1.21 IPS |
|
Image Segmentation (F16)
|
100% |
200
1.23 IPS |
|
Image Segmentation (I8)
|
89% |
489
3.02 IPS |
|
Pose Estimation (F32)
|
100% |
90
0.36 IPS |
|
Pose Estimation (F16)
|
100% |
90
0.37 IPS |
|
Pose Estimation (I8)
|
80% |
146
0.59 IPS |
|
Object Detection (F32)
|
100% |
146
5.12 IPS |
|
Object Detection (F16)
|
100% |
131
4.61 IPS |
|
Object Detection (I8)
|
52% |
224
7.86 IPS |
|
Face Detection (F32)
|
100% |
189
2.18 IPS |
|
Face Detection (F16)
|
100% |
193
2.22 IPS |
|
Face Detection (I8)
|
75% |
353
4.06 IPS |
|
Text Classification (F32)
|
100% |
103
40.9 IPS |
|
Text Classification (F16)
|
100% |
97
38.4 IPS |
|
Machine Translation (F32)
|
100% |
97
15.0 IPS |
|
Machine Translation (F16)
|
100% |
99
15.2 IPS |