Upload Date | August 08 2023 05:25 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Datamini T104G |
Model ID | Datamini T104G |
Motherboard | ums512_1h10 |
Governor | schedutil |
CPU Information | |
---|---|
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 | |
---|---|
Size | 2.64 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
107
11.4 IPS |
|
Image Classification (F16)
|
100% |
108
11.6 IPS |
|
Image Classification (I8)
|
81% |
176
18.8 IPS |
|
Image Segmentation (F32)
|
100% |
220
1.36 IPS |
|
Image Segmentation (F16)
|
100% |
247
1.52 IPS |
|
Image Segmentation (I8)
|
89% |
572
3.53 IPS |
|
Pose Estimation (F32)
|
100% |
91
0.37 IPS |
|
Pose Estimation (F16)
|
100% |
79
0.32 IPS |
|
Pose Estimation (I8)
|
80% |
127
0.51 IPS |
|
Object Detection (F32)
|
100% |
156
5.46 IPS |
|
Object Detection (F16)
|
100% |
154
5.41 IPS |
|
Object Detection (I8)
|
52% |
291
10.2 IPS |
|
Face Detection (F32)
|
100% |
230
2.64 IPS |
|
Face Detection (F16)
|
100% |
220
2.52 IPS |
|
Face Detection (I8)
|
75% |
428
4.92 IPS |
|
Text Classification (F32)
|
100% |
165
65.3 IPS |
|
Text Classification (F16)
|
100% |
168
66.3 IPS |
|
Machine Translation (F32)
|
100% |
128
19.7 IPS |
|
Machine Translation (F16)
|
100% |
127
19.6 IPS |