Upload Date | August 08 2023 05:19 AM |
Views | 4 |
System Information | |
---|---|
Operating System | Android 13 |
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 | 7.02 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1372
147.0 IPS |
|
Image Classification (F16)
|
100% |
2179
233.5 IPS |
|
Image Classification (I8)
|
80% |
1775
190.2 IPS |
|
Image Segmentation (F32)
|
100% |
3599
22.2 IPS |
|
Image Segmentation (F16)
|
100% |
5848
36.1 IPS |
|
Image Segmentation (I8)
|
89% |
5665
35.0 IPS |
|
Pose Estimation (F32)
|
100% |
1662
6.73 IPS |
|
Pose Estimation (F16)
|
100% |
3196
12.9 IPS |
|
Pose Estimation (I8)
|
80% |
3184
12.9 IPS |
|
Object Detection (F32)
|
100% |
514
18.0 IPS |
|
Object Detection (F16)
|
99% |
637
22.4 IPS |
|
Object Detection (I8)
|
53% |
644
22.6 IPS |
|
Face Detection (F32)
|
100% |
2495
28.7 IPS |
|
Face Detection (F16)
|
97% |
4832
55.5 IPS |
|
Face Detection (I8)
|
75% |
3763
43.2 IPS |
|
Text Classification (F32)
|
100% |
624
246.9 IPS |
|
Text Classification (F16)
|
98% |
685
271.0 IPS |
|
Machine Translation (F32)
|
100% |
595
91.7 IPS |
|
Machine Translation (F16)
|
100% |
602
92.7 IPS |