Upload Date | September 26 2022 10:55 AM |
Views | 1 |
System Information | |
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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 | |
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Size | 7.32 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
866
92.8 IPS |
|
Image Classification (F16)
|
100% |
1634
175.0 IPS |
|
Image Classification (I8)
|
80% |
1463
156.7 IPS |
|
Image Segmentation (F32)
|
100% |
2139
13.2 IPS |
|
Image Segmentation (F16)
|
100% |
3975
24.6 IPS |
|
Image Segmentation (I8)
|
89% |
3901
24.1 IPS |
|
Pose Estimation (F32)
|
100% |
1021
4.13 IPS |
|
Pose Estimation (F16)
|
100% |
1823
7.38 IPS |
|
Pose Estimation (I8)
|
80% |
1834
7.42 IPS |
|
Object Detection (F32)
|
100% |
501
17.6 IPS |
|
Object Detection (F16)
|
99% |
592
20.8 IPS |
|
Object Detection (I8)
|
53% |
595
20.9 IPS |
|
Face Detection (F32)
|
100% |
1767
20.3 IPS |
|
Face Detection (F16)
|
97% |
3064
35.2 IPS |
|
Face Detection (I8)
|
76% |
2686
30.9 IPS |
|
Text Classification (F32)
|
100% |
553
218.7 IPS |
|
Text Classification (F16)
|
98% |
559
221.1 IPS |
|
Machine Translation (F32)
|
100% |
254
39.2 IPS |
|
Machine Translation (F16)
|
100% |
255
39.3 IPS |