Upload Date | September 29 2021 12:14 AM |
Views | 2 |
System Information | |
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Operating System | Android 11 |
Model | Xiaomi M2102J20SG |
Model ID | Xiaomi M2102J20SG |
Motherboard | vayu |
Governor | schedutil |
CPU Information | |
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Name | Qualcomm Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 81 architecture 8 variant 13 part 2052 revision 14 |
Base Frequency | 1.78 GHz |
Cluster 1 | 4 Cores @ 1.79 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.96 GHz |
Memory Information | |
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Size | 7.32 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
199
21.3 IPS |
|
Image Classification (F16)
|
100% |
184
19.7 IPS |
|
Image Classification (I8)
|
81% |
151
16.2 IPS |
|
Image Segmentation (F32)
|
100% |
399
2.47 IPS |
|
Image Segmentation (F16)
|
100% |
393
2.43 IPS |
|
Image Segmentation (I8)
|
89% |
574
3.54 IPS |
|
Pose Estimation (F32)
|
100% |
162
0.66 IPS |
|
Pose Estimation (F16)
|
100% |
153
0.62 IPS |
|
Pose Estimation (I8)
|
80% |
146
0.59 IPS |
|
Object Detection (F32)
|
100% |
202
7.10 IPS |
|
Object Detection (F16)
|
100% |
221
7.76 IPS |
|
Object Detection (I8)
|
52% |
233
8.17 IPS |
|
Face Detection (F32)
|
100% |
465
5.34 IPS |
|
Face Detection (F16)
|
100% |
405
4.65 IPS |
|
Face Detection (I8)
|
75% |
372
4.27 IPS |
|
Text Classification (F32)
|
100% |
322
127.4 IPS |
|
Text Classification (F16)
|
100% |
313
123.9 IPS |
|
Machine Translation (F32)
|
100% |
338
52.1 IPS |
|
Machine Translation (F16)
|
100% |
252
38.9 IPS |