Upload Date | January 01 2025 02:10 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 | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
140
15.0 IPS |
|
Image Classification (F16)
|
100% |
138
14.8 IPS |
|
Image Classification (I8)
|
81% |
200
21.4 IPS |
|
Image Segmentation (F32)
|
100% |
334
2.06 IPS |
|
Image Segmentation (F16)
|
100% |
363
2.24 IPS |
|
Image Segmentation (I8)
|
89% |
378
2.34 IPS |
|
Pose Estimation (F32)
|
100% |
102
0.41 IPS |
|
Pose Estimation (F16)
|
100% |
103
0.42 IPS |
|
Pose Estimation (I8)
|
80% |
60
0.24 IPS |
|
Object Detection (F32)
|
100% |
175
6.14 IPS |
|
Object Detection (F16)
|
100% |
177
6.21 IPS |
|
Object Detection (I8)
|
52% |
245
8.61 IPS |
|
Face Detection (F32)
|
100% |
266
3.06 IPS |
|
Face Detection (F16)
|
100% |
272
3.13 IPS |
|
Face Detection (I8)
|
75% |
295
3.39 IPS |
|
Text Classification (F32)
|
100% |
473
186.9 IPS |
|
Text Classification (F16)
|
100% |
474
187.6 IPS |
|
Machine Translation (F32)
|
100% |
310
47.8 IPS |
|
Machine Translation (F16)
|
100% |
308
47.4 IPS |