Upload Date | May 15 2022 10:10 AM |
Views | 1 |
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 | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
279
29.9 IPS |
|
Image Classification (F16)
|
100% |
485
52.0 IPS |
|
Image Classification (I8)
|
80% |
329
35.2 IPS |
|
Image Segmentation (F32)
|
100% |
588
3.63 IPS |
|
Image Segmentation (F16)
|
100% |
1132
6.99 IPS |
|
Image Segmentation (I8)
|
89% |
1060
6.54 IPS |
|
Pose Estimation (F32)
|
100% |
258
1.05 IPS |
|
Pose Estimation (F16)
|
100% |
558
2.26 IPS |
|
Pose Estimation (I8)
|
80% |
488
1.98 IPS |
|
Object Detection (F32)
|
100% |
208
7.30 IPS |
|
Object Detection (F16)
|
100% |
254
8.92 IPS |
|
Object Detection (I8)
|
54% |
271
9.52 IPS |
|
Face Detection (F32)
|
100% |
642
7.38 IPS |
|
Face Detection (F16)
|
97% |
1196
13.7 IPS |
|
Face Detection (I8)
|
75% |
1050
12.1 IPS |
|
Text Classification (F32)
|
100% |
275
108.7 IPS |
|
Text Classification (F16)
|
98% |
264
104.4 IPS |
|
Machine Translation (F32)
|
100% |
210
32.4 IPS |
|
Machine Translation (F16)
|
100% |
211
32.5 IPS |