Upload Date | September 29 2023 02:32 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi 22081212UG |
Model ID | Xiaomi 22081212UG |
Motherboard | diting |
Governor | walt |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 2 part 3400 revision 0 |
Base Frequency | 2.02 GHz |
Cluster 1 | 4 Cores @ 2.02 GHz |
Cluster 2 | 3 Cores @ 2.75 GHz |
Cluster 3 | 1 Core @ 3.19 GHz |
Memory Information | |
---|---|
Size | 7.02 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
561
60.1 IPS |
|
Image Classification (F16)
|
100% |
568
60.8 IPS |
|
Image Classification (I8)
|
81% |
211
22.6 IPS |
|
Image Segmentation (F32)
|
100% |
812
5.01 IPS |
|
Image Segmentation (F16)
|
100% |
827
5.11 IPS |
|
Image Segmentation (I8)
|
89% |
861
5.32 IPS |
|
Pose Estimation (F32)
|
100% |
336
1.36 IPS |
|
Pose Estimation (F16)
|
100% |
321
1.30 IPS |
|
Pose Estimation (I8)
|
80% |
246
1.00 IPS |
|
Object Detection (F32)
|
100% |
562
19.7 IPS |
|
Object Detection (F16)
|
100% |
565
19.8 IPS |
|
Object Detection (I8)
|
52% |
334
11.7 IPS |
|
Face Detection (F32)
|
100% |
886
10.2 IPS |
|
Face Detection (F16)
|
100% |
882
10.1 IPS |
|
Face Detection (I8)
|
75% |
536
6.15 IPS |
|
Text Classification (F32)
|
100% |
356
140.6 IPS |
|
Text Classification (F16)
|
100% |
359
142.1 IPS |
|
Machine Translation (F32)
|
100% |
1054
162.4 IPS |
|
Machine Translation (F16)
|
100% |
1055
162.6 IPS |