Upload Date | May 15 2022 10:06 AM |
Views | 2 |
System Information | |
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Operating System | Android 11 |
Model | Xiaomi 21091116AI |
Model ID | Xiaomi 21091116AI |
Motherboard | evergo |
CPU Information | |
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Name | ARM MT6833P |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 4 part 3339 revision 0 |
Base Frequency | 2.00 GHz |
Cluster 1 | 6 Cores @ 2.00 GHz |
Cluster 2 | 2 Cores @ 2.40 GHz |
Memory Information | |
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Size | 5.51 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
123
13.1 IPS |
|
Image Classification (F16)
|
100% |
99
10.6 IPS |
|
Image Classification (I8)
|
81% |
164
17.6 IPS |
|
Image Segmentation (F32)
|
100% |
278
1.71 IPS |
|
Image Segmentation (F16)
|
100% |
278
1.72 IPS |
|
Image Segmentation (I8)
|
89% |
505
3.12 IPS |
|
Pose Estimation (F32)
|
100% |
115
0.47 IPS |
|
Pose Estimation (F16)
|
100% |
109
0.44 IPS |
|
Pose Estimation (I8)
|
80% |
116
0.47 IPS |
|
Object Detection (F32)
|
100% |
129
4.51 IPS |
|
Object Detection (F16)
|
100% |
146
5.11 IPS |
|
Object Detection (I8)
|
52% |
228
8.01 IPS |
|
Face Detection (F32)
|
100% |
283
3.25 IPS |
|
Face Detection (F16)
|
100% |
273
3.14 IPS |
|
Face Detection (I8)
|
75% |
309
3.55 IPS |
|
Text Classification (F32)
|
100% |
257
101.7 IPS |
|
Text Classification (F16)
|
100% |
252
99.6 IPS |
|
Machine Translation (F32)
|
100% |
210
32.3 IPS |
|
Machine Translation (F16)
|
100% |
214
32.9 IPS |