Upload Date | August 08 2023 06:48 AM |
Views | 1 |
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% |
108
11.5 IPS |
|
Image Classification (F16)
|
100% |
107
11.5 IPS |
|
Image Classification (I8)
|
81% |
216
23.1 IPS |
|
Image Segmentation (F32)
|
100% |
247
1.52 IPS |
|
Image Segmentation (F16)
|
100% |
244
1.51 IPS |
|
Image Segmentation (I8)
|
89% |
579
3.58 IPS |
|
Pose Estimation (F32)
|
100% |
103
0.42 IPS |
|
Pose Estimation (F16)
|
100% |
101
0.41 IPS |
|
Pose Estimation (I8)
|
80% |
138
0.56 IPS |
|
Object Detection (F32)
|
100% |
157
5.51 IPS |
|
Object Detection (F16)
|
100% |
156
5.47 IPS |
|
Object Detection (I8)
|
52% |
302
10.6 IPS |
|
Face Detection (F32)
|
100% |
233
2.67 IPS |
|
Face Detection (F16)
|
100% |
231
2.65 IPS |
|
Face Detection (I8)
|
75% |
416
4.78 IPS |
|
Text Classification (F32)
|
100% |
162
64.1 IPS |
|
Text Classification (F16)
|
100% |
164
64.8 IPS |
|
Machine Translation (F32)
|
100% |
128
19.7 IPS |
|
Machine Translation (F16)
|
100% |
128
19.8 IPS |