Upload Date | January 09 2025 02:31 PM |
Views | 2 |
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% |
144
15.4 IPS |
|
Image Classification (F16)
|
100% |
135
14.5 IPS |
|
Image Classification (I8)
|
81% |
200
21.4 IPS |
|
Image Segmentation (F32)
|
100% |
334
2.06 IPS |
|
Image Segmentation (F16)
|
100% |
351
2.17 IPS |
|
Image Segmentation (I8)
|
89% |
378
2.33 IPS |
|
Pose Estimation (F32)
|
100% |
99
0.40 IPS |
|
Pose Estimation (F16)
|
100% |
98
0.40 IPS |
|
Pose Estimation (I8)
|
80% |
60
0.24 IPS |
|
Object Detection (F32)
|
100% |
172
6.02 IPS |
|
Object Detection (F16)
|
100% |
176
6.17 IPS |
|
Object Detection (I8)
|
52% |
245
8.59 IPS |
|
Face Detection (F32)
|
100% |
267
3.07 IPS |
|
Face Detection (F16)
|
100% |
279
3.21 IPS |
|
Face Detection (I8)
|
75% |
295
3.39 IPS |
|
Text Classification (F32)
|
100% |
473
187.1 IPS |
|
Text Classification (F16)
|
100% |
473
187.2 IPS |
|
Machine Translation (F32)
|
100% |
301
46.3 IPS |
|
Machine Translation (F16)
|
100% |
302
46.6 IPS |