Upload Date | February 14 2025 01:12 PM |
Views | 5 |
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 | |
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Size | 3.29 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
134
14.4 IPS |
|
Image Classification (F16)
|
100% |
134
14.4 IPS |
|
Image Classification (I8)
|
81% |
206
22.1 IPS |
|
Image Segmentation (F32)
|
100% |
357
2.21 IPS |
|
Image Segmentation (F16)
|
100% |
394
2.43 IPS |
|
Image Segmentation (I8)
|
89% |
588
3.63 IPS |
|
Pose Estimation (F32)
|
100% |
117
0.47 IPS |
|
Pose Estimation (F16)
|
100% |
119
0.48 IPS |
|
Pose Estimation (I8)
|
80% |
134
0.54 IPS |
|
Object Detection (F32)
|
100% |
205
7.20 IPS |
|
Object Detection (F16)
|
100% |
190
6.66 IPS |
|
Object Detection (I8)
|
52% |
266
9.34 IPS |
|
Face Detection (F32)
|
100% |
292
3.35 IPS |
|
Face Detection (F16)
|
100% |
309
3.55 IPS |
|
Face Detection (I8)
|
75% |
405
4.65 IPS |
|
Text Classification (F32)
|
100% |
296
117.1 IPS |
|
Text Classification (F16)
|
100% |
286
113.2 IPS |
|
Machine Translation (F32)
|
100% |
302
46.5 IPS |
|
Machine Translation (F16)
|
100% |
304
46.8 IPS |