Upload Date | August 08 2023 05:15 AM |
Views | 5 |
System Information | |
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Operating System | Android 13 |
Model | Datamini T104G |
Model ID | Datamini T104G |
Motherboard | ums512_1h10 |
Governor | schedutil |
CPU Information | |
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Name | ARM Unisoc |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 3 part 3338 revision 1 |
Base Frequency | 2.00 GHz |
Cluster 1 | 8 Cores @ 2.00 GHz |
Memory Information | |
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Size | 2.64 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
99
10.6 IPS |
|
Image Classification (F16)
|
100% |
100
10.7 IPS |
|
Image Classification (I8)
|
81% |
155
16.6 IPS |
|
Image Segmentation (F32)
|
100% |
219
1.35 IPS |
|
Image Segmentation (F16)
|
100% |
213
1.31 IPS |
|
Image Segmentation (I8)
|
89% |
507
3.13 IPS |
|
Pose Estimation (F32)
|
100% |
84
0.34 IPS |
|
Pose Estimation (F16)
|
100% |
73
0.30 IPS |
|
Pose Estimation (I8)
|
80% |
81
0.33 IPS |
|
Object Detection (F32)
|
100% |
111
3.90 IPS |
|
Object Detection (F16)
|
100% |
131
4.59 IPS |
|
Object Detection (I8)
|
52% |
167
5.85 IPS |
|
Face Detection (F32)
|
100% |
188
2.16 IPS |
|
Face Detection (F16)
|
100% |
188
2.16 IPS |
|
Face Detection (I8)
|
75% |
243
2.79 IPS |
|
Text Classification (F32)
|
100% |
101
40.1 IPS |
|
Text Classification (F16)
|
100% |
136
53.8 IPS |
|
Machine Translation (F32)
|
100% |
123
18.9 IPS |
|
Machine Translation (F16)
|
100% |
113
17.5 IPS |