Upload Date | September 05 2023 03:51 AM |
Views | 6 |
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 | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
81
8.67 IPS |
|
Image Classification (F16)
|
100% |
81
8.67 IPS |
|
Image Classification (I8)
|
81% |
305
32.7 IPS |
|
Image Segmentation (F32)
|
100% |
153
0.94 IPS |
|
Image Segmentation (F16)
|
100% |
153
0.95 IPS |
|
Image Segmentation (I8)
|
89% |
534
3.30 IPS |
|
Pose Estimation (F32)
|
100% |
48
0.20 IPS |
|
Pose Estimation (F16)
|
100% |
49
0.20 IPS |
|
Pose Estimation (I8)
|
80% |
112
0.45 IPS |
|
Object Detection (F32)
|
100% |
111
3.91 IPS |
|
Object Detection (F16)
|
100% |
111
3.90 IPS |
|
Object Detection (I8)
|
52% |
258
9.04 IPS |
|
Face Detection (F32)
|
100% |
143
1.64 IPS |
|
Face Detection (F16)
|
100% |
144
1.65 IPS |
|
Face Detection (I8)
|
75% |
406
4.66 IPS |
|
Text Classification (F32)
|
100% |
122
48.1 IPS |
|
Text Classification (F16)
|
100% |
124
49.0 IPS |
|
Machine Translation (F32)
|
100% |
53
8.12 IPS |
|
Machine Translation (F16)
|
100% |
52
8.07 IPS |