Upload Date | October 03 2023 01:41 AM |
Views | 1 |
System Information | |
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Operating System | Android 13 |
Model | Xiaomi M2102J20SI |
Model ID | Xiaomi M2102J20SI |
Motherboard | bhima |
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 | 5.37 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
807
86.4 IPS |
|
Image Classification (F16)
|
100% |
1405
150.5 IPS |
|
Image Classification (I8)
|
80% |
1249
133.9 IPS |
|
Image Segmentation (F32)
|
100% |
1997
12.3 IPS |
|
Image Segmentation (F16)
|
100% |
3732
23.1 IPS |
|
Image Segmentation (I8)
|
89% |
3378
20.9 IPS |
|
Pose Estimation (F32)
|
100% |
1033
4.18 IPS |
|
Pose Estimation (F16)
|
100% |
1830
7.41 IPS |
|
Pose Estimation (I8)
|
80% |
1837
7.43 IPS |
|
Object Detection (F32)
|
100% |
435
15.2 IPS |
|
Object Detection (F16)
|
99% |
589
20.7 IPS |
|
Object Detection (I8)
|
53% |
561
19.7 IPS |
|
Face Detection (F32)
|
100% |
1688
19.4 IPS |
|
Face Detection (F16)
|
97% |
2803
32.2 IPS |
|
Face Detection (I8)
|
76% |
2797
32.1 IPS |
|
Text Classification (F32)
|
100% |
546
216.0 IPS |
|
Text Classification (F16)
|
98% |
680
268.9 IPS |
|
Machine Translation (F32)
|
100% |
358
55.2 IPS |
|
Machine Translation (F16)
|
100% |
352
54.2 IPS |