User | Puffin |
Upload Date | August 09 2022 12:00 AM |
Views | 10 |
System Information | |
---|---|
Operating System | Android 9 |
Model | Sony NW-A100Series |
Model ID | Sony NW-A100Series |
Motherboard | EVK |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 4 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3331 revision 4 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Memory Information | |
---|---|
Size | 3.79 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
59
6.33 IPS |
|
Image Classification (F16)
|
100% |
60
6.41 IPS |
|
Image Classification (I8)
|
81% |
82
8.75 IPS |
|
Image Segmentation (F32)
|
100% |
79
0.49 IPS |
|
Image Segmentation (F16)
|
100% |
78
0.48 IPS |
|
Image Segmentation (I8)
|
89% |
110
0.68 IPS |
|
Pose Estimation (F32)
|
100% |
29
0.12 IPS |
|
Pose Estimation (F16)
|
100% |
29
0.12 IPS |
|
Pose Estimation (I8)
|
80% |
39
0.16 IPS |
|
Object Detection (F32)
|
100% |
73
2.56 IPS |
|
Object Detection (F16)
|
100% |
72
2.53 IPS |
|
Object Detection (I8)
|
52% |
125
4.40 IPS |
|
Face Detection (F32)
|
100% |
75
0.86 IPS |
|
Face Detection (F16)
|
100% |
74
0.85 IPS |
|
Face Detection (I8)
|
75% |
99
1.14 IPS |
|
Text Classification (F32)
|
100% |
20
7.96 IPS |
|
Text Classification (F16)
|
100% |
20
7.92 IPS |
|
Machine Translation (F32)
|
100% |
17
2.69 IPS |
|
Machine Translation (F16)
|
100% |
18
2.71 IPS |