Upload Date | February 22 2023 11:20 AM |
Views | 23 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Xiaomi 2210132G |
Model ID | Xiaomi 2210132G |
Motherboard | kalama |
Governor | walt |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3406 revision 0 |
Base Frequency | 2.02 GHz |
Cluster 1 | 3 Cores @ 2.02 GHz |
Cluster 2 | 4 Cores @ 2.80 GHz |
Cluster 3 | 1 Core @ 3.19 GHz |
Memory Information | |
---|---|
Size | 10.90 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
520
55.8 IPS |
|
Image Classification (F16)
|
100% |
404
43.3 IPS |
|
Image Classification (I8)
|
81% |
364
39.0 IPS |
|
Image Segmentation (F32)
|
100% |
705
4.35 IPS |
|
Image Segmentation (F16)
|
100% |
693
4.28 IPS |
|
Image Segmentation (I8)
|
89% |
701
4.33 IPS |
|
Pose Estimation (F32)
|
100% |
353
1.43 IPS |
|
Pose Estimation (F16)
|
100% |
332
1.34 IPS |
|
Pose Estimation (I8)
|
80% |
117
0.47 IPS |
|
Object Detection (F32)
|
100% |
513
18.0 IPS |
|
Object Detection (F16)
|
100% |
525
18.4 IPS |
|
Object Detection (I8)
|
52% |
412
14.5 IPS |
|
Face Detection (F32)
|
100% |
729
8.37 IPS |
|
Face Detection (F16)
|
100% |
749
8.61 IPS |
|
Face Detection (I8)
|
75% |
503
5.78 IPS |
|
Text Classification (F32)
|
100% |
949
375.2 IPS |
|
Text Classification (F16)
|
100% |
947
374.5 IPS |
|
Machine Translation (F32)
|
100% |
866
133.5 IPS |
|
Machine Translation (F16)
|
100% |
865
133.3 IPS |