Upload Date | October 03 2023 01:39 AM |
Views | 1 |
System Information | |
---|---|
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 | |
---|---|
Size | 5.37 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
591
63.3 IPS |
|
Image Classification (F16)
|
100% |
894
95.8 IPS |
|
Image Classification (I8)
|
80% |
991
106.2 IPS |
|
Image Segmentation (F32)
|
100% |
704
4.35 IPS |
|
Image Segmentation (F16)
|
100% |
779
4.81 IPS |
|
Image Segmentation (I8)
|
89% |
2053
12.7 IPS |
|
Pose Estimation (F32)
|
100% |
410
1.66 IPS |
|
Pose Estimation (F16)
|
100% |
954
3.86 IPS |
|
Pose Estimation (I8)
|
80% |
2810
11.4 IPS |
|
Object Detection (F32)
|
100% |
429
15.1 IPS |
|
Object Detection (F16)
|
100% |
478
16.8 IPS |
|
Object Detection (I8)
|
52% |
1038
36.4 IPS |
|
Face Detection (F32)
|
100% |
860
9.88 IPS |
|
Face Detection (F16)
|
97% |
1231
14.1 IPS |
|
Face Detection (I8)
|
75% |
3091
35.5 IPS |
|
Text Classification (F32)
|
54% |
13
5.03 IPS |
|
Text Classification (F16)
|
54% |
12
4.84 IPS |
|
Machine Translation (F32)
|
100% |
361
55.6 IPS |
|
Machine Translation (F16)
|
100% |
358
55.1 IPS |