Upload Date | January 09 2025 01:18 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 15 |
Model | samsung SM-X216B |
Model ID | samsung SM-X216B |
Motherboard | holi |
Governor | schedutil |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 1 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.21 GHz |
Memory Information | |
---|---|
Size | 3.29 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
95
10.2 IPS |
|
Image Classification (F16)
|
100% |
95
10.2 IPS |
|
Image Classification (I8)
|
81% |
118
12.6 IPS |
|
Image Segmentation (F32)
|
100% |
240
1.48 IPS |
|
Image Segmentation (F16)
|
100% |
233
1.44 IPS |
|
Image Segmentation (I8)
|
89% |
399
2.47 IPS |
|
Pose Estimation (F32)
|
100% |
92
0.37 IPS |
|
Pose Estimation (F16)
|
100% |
96
0.39 IPS |
|
Pose Estimation (I8)
|
80% |
98
0.40 IPS |
|
Object Detection (F32)
|
100% |
139
4.89 IPS |
|
Object Detection (F16)
|
100% |
144
5.04 IPS |
|
Object Detection (I8)
|
52% |
150
5.27 IPS |
|
Face Detection (F32)
|
100% |
203
2.34 IPS |
|
Face Detection (F16)
|
100% |
208
2.39 IPS |
|
Face Detection (I8)
|
75% |
280
3.21 IPS |
|
Text Classification (F32)
|
100% |
137
54.3 IPS |
|
Text Classification (F16)
|
100% |
130
51.4 IPS |
|
Machine Translation (F32)
|
100% |
300
46.3 IPS |
|
Machine Translation (F16)
|
100% |
292
45.0 IPS |