Upload Date | August 14 2023 01:15 AM |
Views | 1 |
System Information | |
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Operating System | Android 13 |
Model | Xiaomi 21081111RG |
Model ID | Xiaomi 21081111RG |
Motherboard | amber |
CPU Information | |
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Name | ARM MT6893Z/CZA |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 0 |
Base Frequency | 2.00 GHz |
Cluster 1 | 4 Cores @ 2.00 GHz |
Cluster 2 | 3 Cores @ 2.60 GHz |
Cluster 3 | 1 Core @ 3.00 GHz |
Memory Information | |
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Size | 7.29 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
408
43.7 IPS |
|
Image Classification (F16)
|
100% |
292
31.3 IPS |
|
Image Classification (I8)
|
81% |
179
19.1 IPS |
|
Image Segmentation (F32)
|
100% |
237
1.46 IPS |
|
Image Segmentation (F16)
|
100% |
229
1.41 IPS |
|
Image Segmentation (I8)
|
89% |
724
4.47 IPS |
|
Pose Estimation (F32)
|
100% |
168
0.68 IPS |
|
Pose Estimation (F16)
|
100% |
173
0.70 IPS |
|
Pose Estimation (I8)
|
80% |
174
0.70 IPS |
|
Object Detection (F32)
|
100% |
104
3.64 IPS |
|
Object Detection (F16)
|
100% |
138
4.85 IPS |
|
Object Detection (I8)
|
52% |
294
10.3 IPS |
|
Face Detection (F32)
|
100% |
172
1.98 IPS |
|
Face Detection (F16)
|
100% |
193
2.22 IPS |
|
Face Detection (I8)
|
75% |
401
4.60 IPS |
|
Text Classification (F32)
|
100% |
326
128.9 IPS |
|
Text Classification (F16)
|
100% |
330
130.4 IPS |
|
Machine Translation (F32)
|
100% |
379
58.3 IPS |
|
Machine Translation (F16)
|
100% |
395
60.9 IPS |