Upload Date | May 15 2022 02:08 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 12 |
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 | |
---|---|
Size | 5.37 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
591
63.4 IPS |
|
Image Classification (F16)
|
100% |
919
98.5 IPS |
|
Image Classification (I8)
|
80% |
1060
113.6 IPS |
|
Image Segmentation (F32)
|
100% |
679
4.20 IPS |
|
Image Segmentation (F16)
|
100% |
771
4.76 IPS |
|
Image Segmentation (I8)
|
89% |
2233
13.8 IPS |
|
Pose Estimation (F32)
|
100% |
396
1.60 IPS |
|
Pose Estimation (F16)
|
100% |
944
3.82 IPS |
|
Pose Estimation (I8)
|
80% |
3300
13.4 IPS |
|
Object Detection (F32)
|
100% |
478
16.8 IPS |
|
Object Detection (F16)
|
100% |
481
16.9 IPS |
|
Object Detection (I8)
|
52% |
919
32.2 IPS |
|
Face Detection (F32)
|
100% |
810
9.31 IPS |
|
Face Detection (F16)
|
97% |
1013
11.6 IPS |
|
Face Detection (I8)
|
75% |
3130
36.0 IPS |
|
Text Classification (F32)
|
54% |
13
5.11 IPS |
|
Text Classification (F16)
|
54% |
12
4.88 IPS |
|
Machine Translation (F32)
|
100% |
396
61.0 IPS |
|
Machine Translation (F16)
|
100% |
402
61.9 IPS |