Upload Date | October 06 2022 09:32 PM |
Views | 1 |
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 | 7.01 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1298
139.0 IPS |
|
Image Classification (F16)
|
100% |
9365
1.00 KIPS |
|
Image Classification (I8)
|
80% |
22692
2.43 KIPS |
|
Image Segmentation (F32)
|
100% |
2882
17.8 IPS |
|
Image Segmentation (F16)
|
100% |
8153
50.4 IPS |
|
Image Segmentation (I8)
|
89% |
42920
265.1 IPS |
|
Pose Estimation (F32)
|
100% |
608
2.46 IPS |
|
Pose Estimation (F16)
|
100% |
10400
42.1 IPS |
|
Pose Estimation (I8)
|
80% |
55309
223.8 IPS |
|
Object Detection (F32)
|
100% |
1099
38.6 IPS |
|
Object Detection (F16)
|
100% |
1901
66.7 IPS |
|
Object Detection (I8)
|
53% |
2158
75.7 IPS |
|
Face Detection (F32)
|
100% |
2073
23.8 IPS |
|
Face Detection (F16)
|
97% |
7051
81.0 IPS |
|
Face Detection (I8)
|
76% |
49313
566.5 IPS |
|
Text Classification (F32)
|
100% |
21
8.47 IPS |
|
Text Classification (F16)
|
100% |
705
279.0 IPS |
|
Machine Translation (F32)
|
100% |
996
153.5 IPS |
|
Machine Translation (F16)
|
100% |
995
153.4 IPS |