Upload Date | November 17 2023 02:03 PM |
Views | 13 |
System Information | |
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Operating System | Android 12 |
Model | Xiaomi 2212ARNC4L |
Model ID | Xiaomi 2212ARNC4L |
Motherboard | earth |
CPU Information | |
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Name | ARM MT6769V/CZ |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 3 part 3338 revision 1 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.00 GHz |
Memory Information | |
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Size | 2.66 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
89
9.54 IPS |
|
Image Classification (F16)
|
100% |
91
9.73 IPS |
|
Image Classification (I8)
|
81% |
265
28.4 IPS |
|
Image Segmentation (F32)
|
100% |
163
1.01 IPS |
|
Image Segmentation (F16)
|
100% |
185
1.15 IPS |
|
Image Segmentation (I8)
|
89% |
561
3.47 IPS |
|
Pose Estimation (F32)
|
100% |
87
0.35 IPS |
|
Pose Estimation (F16)
|
100% |
83
0.34 IPS |
|
Pose Estimation (I8)
|
80% |
111
0.45 IPS |
|
Object Detection (F32)
|
100% |
96
3.38 IPS |
|
Object Detection (F16)
|
100% |
73
2.57 IPS |
|
Object Detection (I8)
|
52% |
312
11.0 IPS |
|
Face Detection (F32)
|
100% |
182
2.09 IPS |
|
Face Detection (F16)
|
100% |
159
1.83 IPS |
|
Face Detection (I8)
|
75% |
414
4.76 IPS |
|
Text Classification (F32)
|
100% |
161
63.6 IPS |
|
Text Classification (F16)
|
100% |
164
65.0 IPS |
|
Machine Translation (F32)
|
100% |
89
13.7 IPS |
|
Machine Translation (F16)
|
100% |
86
13.2 IPS |