Upload Date | August 13 2023 11:14 AM |
Views | 1 |
System Information | |
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Operating System | Android 11 |
Model | ALLVIEW C1004 |
Model ID | ALLVIEW C1004 |
Motherboard | C1004 |
Governor | schedutil |
CPU Information | |
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Name | ARM MT8168B |
Topology | 1 Processor, 4 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3331 revision 4 |
Base Frequency | 2.00 GHz |
Cluster 1 | 4 Cores @ 2.00 GHz |
Memory Information | |
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Size | 2.87 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
59
6.30 IPS |
|
Image Classification (F16)
|
100% |
57
6.16 IPS |
|
Image Classification (I8)
|
81% |
186
19.9 IPS |
|
Image Segmentation (F32)
|
100% |
105
0.65 IPS |
|
Image Segmentation (F16)
|
100% |
104
0.64 IPS |
|
Image Segmentation (I8)
|
89% |
341
2.10 IPS |
|
Pose Estimation (F32)
|
100% |
37
0.15 IPS |
|
Pose Estimation (F16)
|
100% |
37
0.15 IPS |
|
Pose Estimation (I8)
|
80% |
72
0.29 IPS |
|
Object Detection (F32)
|
100% |
78
2.72 IPS |
|
Object Detection (F16)
|
100% |
78
2.73 IPS |
|
Object Detection (I8)
|
52% |
177
6.20 IPS |
|
Face Detection (F32)
|
100% |
114
1.31 IPS |
|
Face Detection (F16)
|
100% |
116
1.34 IPS |
|
Face Detection (I8)
|
75% |
277
3.18 IPS |
|
Text Classification (F32)
|
100% |
73
29.0 IPS |
|
Text Classification (F16)
|
100% |
76
30.2 IPS |
|
Machine Translation (F32)
|
100% |
17
2.62 IPS |
|
Machine Translation (F16)
|
100% |
17
2.64 IPS |