Upload Date | April 26 2025 02:15 PM |
Views | 13 |
System Information | |
---|---|
Operating System | Android 11 |
Model | rockchip rk3568_r104wt |
Model ID | rockchip rk3568_r104wt |
Motherboard | rk30sdk |
Governor | interactive |
CPU Information | |
---|---|
Name | ARM Rockchip |
Topology | 1 Processor, 4 Cores |
Identifier | ARM implementer 65 architecture 8 variant 2 part 3333 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Memory Information | |
---|---|
Size | 3.80 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
65
6.97 IPS |
|
Image Classification (F16)
|
100% |
134
14.3 IPS |
|
Image Classification (I8)
|
81% |
127
13.6 IPS |
|
Image Segmentation (F32)
|
100% |
118
0.73 IPS |
|
Image Segmentation (F16)
|
100% |
325
2.01 IPS |
|
Image Segmentation (I8)
|
89% |
322
1.99 IPS |
|
Pose Estimation (F32)
|
100% |
38
0.15 IPS |
|
Pose Estimation (F16)
|
0% |
141
0.57 IPS |
|
Pose Estimation (I8)
|
0% |
141
0.57 IPS |
|
Object Detection (F32)
|
100% |
72
2.53 IPS |
|
Object Detection (F16)
|
99% |
138
4.86 IPS |
|
Object Detection (I8)
|
54% |
140
4.90 IPS |
|
Face Detection (F32)
|
100% |
137
1.58 IPS |
|
Face Detection (F16)
|
97% |
300
3.44 IPS |
|
Face Detection (I8)
|
75% |
279
3.21 IPS |
|
Text Classification (F32)
|
100% |
81
32.1 IPS |
|
Text Classification (F16)
|
46% |
172
67.9 IPS |
|
Machine Translation (F32)
|
100% |
14
2.13 IPS |
|
Machine Translation (F16)
|
100% |
14
2.12 IPS |