Upload Date | November 05 2021 04:46 PM |
Views | 4 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Xiaomi 2109119DI |
Model ID | Xiaomi 2109119DI |
Motherboard | lisa |
Governor | schedutil |
CPU Information | |
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Name | ARM lisa |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 1 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 4 Cores @ 2.40 GHz |
Memory Information | |
---|---|
Size | 7.16 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
513
54.9 IPS |
|
Image Classification (F16)
|
100% |
815
87.3 IPS |
|
Image Classification (I8)
|
79% |
4101
439.4 IPS |
|
Image Segmentation (F32)
|
100% |
1167
7.21 IPS |
|
Image Segmentation (F16)
|
100% |
1926
11.9 IPS |
|
Image Segmentation (I8)
|
89% |
414
2.56 IPS |
|
Pose Estimation (F32)
|
100% |
261
1.05 IPS |
|
Pose Estimation (F16)
|
100% |
904
3.66 IPS |
|
Pose Estimation (I8)
|
80% |
10455
42.3 IPS |
|
Object Detection (F32)
|
100% |
580
20.4 IPS |
|
Object Detection (F16)
|
100% |
794
27.8 IPS |
|
Object Detection (I8)
|
56% |
1435
50.4 IPS |
|
Face Detection (F32)
|
100% |
815
9.36 IPS |
|
Face Detection (F16)
|
97% |
1153
13.2 IPS |
|
Face Detection (I8)
|
76% |
15166
174.2 IPS |
|
Text Classification (F32)
|
100% |
25
9.75 IPS |
|
Text Classification (F16)
|
100% |
163
64.6 IPS |
|
Machine Translation (F32)
|
100% |
468
72.1 IPS |
|
Machine Translation (F16)
|
100% |
476
73.4 IPS |