Upload Date | March 09 2023 08:30 AM |
Views | 403 |
System Information | |
---|---|
Operating System | Android 12 |
Model | SKY_Devices SKY Pad10 |
Model ID | SKY_Devices SKY Pad10 |
Motherboard | ums312_2h10 |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Unisoc |
Topology | 1 Processor, 4 Cores |
Identifier | ARM implementer 65 architecture 8 variant 3 part 3338 revision 1 |
Base Frequency | 1.82 GHz |
Cluster 1 | 3 Cores @ 1.82 GHz |
Cluster 2 | 1 Core @ 2.00 GHz |
Memory Information | |
---|---|
Size | 2.67 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
79
8.46 IPS |
|
Image Classification (F16)
|
100% |
79
8.47 IPS |
|
Image Classification (I8)
|
81% |
173
18.5 IPS |
|
Image Segmentation (F32)
|
100% |
183
1.13 IPS |
|
Image Segmentation (F16)
|
100% |
181
1.12 IPS |
|
Image Segmentation (I8)
|
89% |
349
2.16 IPS |
|
Pose Estimation (F32)
|
100% |
58
0.23 IPS |
|
Pose Estimation (F16)
|
100% |
57
0.23 IPS |
|
Pose Estimation (I8)
|
80% |
76
0.31 IPS |
|
Object Detection (F32)
|
100% |
108
3.79 IPS |
|
Object Detection (F16)
|
100% |
108
3.80 IPS |
|
Object Detection (I8)
|
52% |
208
7.31 IPS |
|
Face Detection (F32)
|
100% |
157
1.81 IPS |
|
Face Detection (F16)
|
100% |
157
1.80 IPS |
|
Face Detection (I8)
|
75% |
265
3.05 IPS |
|
Text Classification (F32)
|
100% |
181
71.7 IPS |
|
Text Classification (F16)
|
100% |
181
71.6 IPS |
|
Machine Translation (F32)
|
100% |
101
15.6 IPS |
|
Machine Translation (F16)
|
100% |
101
15.6 IPS |