Upload Date | December 08 2022 04:15 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 12 |
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 | 10.91 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
484
51.9 IPS |
|
Image Classification (F16)
|
100% |
481
51.5 IPS |
|
Image Classification (I8)
|
81% |
206
22.0 IPS |
|
Image Segmentation (F32)
|
100% |
693
4.28 IPS |
|
Image Segmentation (F16)
|
100% |
684
4.22 IPS |
|
Image Segmentation (I8)
|
89% |
883
5.45 IPS |
|
Pose Estimation (F32)
|
100% |
334
1.35 IPS |
|
Pose Estimation (F16)
|
100% |
332
1.34 IPS |
|
Pose Estimation (I8)
|
80% |
236
0.96 IPS |
|
Object Detection (F32)
|
100% |
504
17.7 IPS |
|
Object Detection (F16)
|
100% |
502
17.6 IPS |
|
Object Detection (I8)
|
52% |
316
11.1 IPS |
|
Face Detection (F32)
|
100% |
774
8.89 IPS |
|
Face Detection (F16)
|
100% |
778
8.93 IPS |
|
Face Detection (I8)
|
75% |
535
6.15 IPS |
|
Text Classification (F32)
|
100% |
335
132.5 IPS |
|
Text Classification (F16)
|
100% |
333
131.9 IPS |
|
Machine Translation (F32)
|
100% |
600
92.5 IPS |
|
Machine Translation (F16)
|
100% |
591
91.1 IPS |