Upload Date | September 07 2023 02:04 AM |
Views | 8 |
System Information | |
---|---|
Operating System | Android 11 |
Model | NINTENDO Switch |
Model ID | NINTENDO Switch |
Motherboard | |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 4 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3335 revision 1 |
Base Frequency | 2.09 GHz |
Cluster 1 | 4 Cores @ 2.09 GHz |
Memory Information | |
---|---|
Size | 3.40 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
40
4.26 IPS |
|
Image Classification (F16)
|
100% |
40
4.29 IPS |
|
Image Classification (I8)
|
81% |
84
9.05 IPS |
|
Image Segmentation (F32)
|
100% |
80
0.50 IPS |
|
Image Segmentation (F16)
|
100% |
80
0.49 IPS |
|
Image Segmentation (I8)
|
89% |
150
0.93 IPS |
|
Pose Estimation (F32)
|
100% |
28
0.11 IPS |
|
Pose Estimation (F16)
|
100% |
29
0.12 IPS |
|
Pose Estimation (I8)
|
80% |
25
0.10 IPS |
|
Object Detection (F32)
|
100% |
58
2.03 IPS |
|
Object Detection (F16)
|
100% |
58
2.04 IPS |
|
Object Detection (I8)
|
52% |
102
3.56 IPS |
|
Face Detection (F32)
|
100% |
56
0.64 IPS |
|
Face Detection (F16)
|
100% |
56
0.64 IPS |
|
Face Detection (I8)
|
75% |
100
1.15 IPS |
|
Text Classification (F32)
|
100% |
89
35.2 IPS |
|
Text Classification (F16)
|
100% |
86
34.2 IPS |
|
Machine Translation (F32)
|
100% |
19
2.96 IPS |
|
Machine Translation (F16)
|
100% |
19
2.89 IPS |