User | Puffin |
Upload Date | August 08 2022 11:35 PM |
Views | 11 |
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 | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
45
4.84 IPS |
|
Image Classification (F16)
|
100% |
45
4.85 IPS |
|
Image Classification (I8)
|
81% |
55
5.84 IPS |
|
Image Segmentation (F32)
|
100% |
79
0.49 IPS |
|
Image Segmentation (F16)
|
100% |
79
0.49 IPS |
|
Image Segmentation (I8)
|
89% |
99
0.61 IPS |
|
Pose Estimation (F32)
|
100% |
33
0.13 IPS |
|
Pose Estimation (F16)
|
100% |
33
0.13 IPS |
|
Pose Estimation (I8)
|
80% |
17
0.07 IPS |
|
Object Detection (F32)
|
100% |
63
2.20 IPS |
|
Object Detection (F16)
|
100% |
63
2.20 IPS |
|
Object Detection (I8)
|
52% |
68
2.40 IPS |
|
Face Detection (F32)
|
100% |
81
0.93 IPS |
|
Face Detection (F16)
|
100% |
81
0.92 IPS |
|
Face Detection (I8)
|
75% |
79
0.90 IPS |
|
Text Classification (F32)
|
100% |
69
27.2 IPS |
|
Text Classification (F16)
|
100% |
68
27.1 IPS |
|
Machine Translation (F32)
|
100% |
18
2.81 IPS |
|
Machine Translation (F16)
|
100% |
18
2.81 IPS |