Upload Date | August 30 2024 02:36 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | LENOVO Lenovo TB-8506F |
Model ID | LENOVO Lenovo TB-8506F |
Motherboard | tb8768tp1_64_bsp |
CPU Information | |
---|---|
Name | ARM MT8768WT |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3331 revision 4 |
Base Frequency | 2.30 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 4 Cores @ 2.30 GHz |
Memory Information | |
---|---|
Size | 2.73 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
60
6.38 IPS |
|
Image Classification (F16)
|
100% |
55
5.90 IPS |
|
Image Classification (I8)
|
81% |
169
18.1 IPS |
|
Image Segmentation (F32)
|
100% |
121
0.75 IPS |
|
Image Segmentation (F16)
|
100% |
120
0.74 IPS |
|
Image Segmentation (I8)
|
89% |
408
2.52 IPS |
|
Pose Estimation (F32)
|
100% |
60
0.24 IPS |
|
Pose Estimation (F16)
|
100% |
58
0.23 IPS |
|
Pose Estimation (I8)
|
80% |
109
0.44 IPS |
|
Object Detection (F32)
|
100% |
99
3.46 IPS |
|
Object Detection (F16)
|
100% |
103
3.61 IPS |
|
Object Detection (I8)
|
52% |
265
9.31 IPS |
|
Face Detection (F32)
|
100% |
129
1.49 IPS |
|
Face Detection (F16)
|
100% |
125
1.44 IPS |
|
Face Detection (I8)
|
75% |
286
3.29 IPS |
|
Text Classification (F32)
|
100% |
71
28.3 IPS |
|
Text Classification (F16)
|
100% |
70
27.6 IPS |
|
Machine Translation (F32)
|
100% |
14
2.17 IPS |
|
Machine Translation (F16)
|
100% |
15
2.26 IPS |