Upload Date | August 08 2023 09:41 AM |
Views | 7 |
System Information | |
---|---|
Operating System | Android 11 |
Model | JOYAR 100011885 |
Model ID | JOYAR 100011885 |
Motherboard | tb8168p1_64_bsp |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM MT8168B |
Topology | 1 Processor, 4 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3331 revision 4 |
Base Frequency | 2.00 GHz |
Cluster 1 | 4 Cores @ 2.00 GHz |
Memory Information | |
---|---|
Size | 1.88 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
99
10.6 IPS |
|
Image Classification (F16)
|
100% |
215
23.1 IPS |
|
Image Classification (I8)
|
81% |
210
22.5 IPS |
|
Image Segmentation (F32)
|
100% |
176
1.09 IPS |
|
Image Segmentation (F16)
|
100% |
503
3.11 IPS |
|
Image Segmentation (I8)
|
89% |
510
3.15 IPS |
|
Pose Estimation (F32)
|
100% |
52
0.21 IPS |
|
Pose Estimation (F16)
|
0% |
199
0.81 IPS |
|
Pose Estimation (I8)
|
0% |
200
0.81 IPS |
|
Object Detection (F32)
|
100% |
84
2.94 IPS |
|
Object Detection (F16)
|
99% |
144
5.07 IPS |
|
Object Detection (I8)
|
54% |
142
4.99 IPS |
|
Face Detection (F32)
|
100% |
185
2.12 IPS |
|
Face Detection (F16)
|
97% |
398
4.57 IPS |
|
Face Detection (I8)
|
75% |
378
4.34 IPS |
|
Text Classification (F32)
|
100% |
133
52.7 IPS |
|
Text Classification (F16)
|
46% |
224
88.6 IPS |
|
Machine Translation (F32)
|
100% |
18
2.81 IPS |
|
Machine Translation (F16)
|
100% |
18
2.81 IPS |