Upload Date | February 25 2025 02:32 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% |
124
13.3 IPS |
|
Image Classification (F16)
|
100% |
125
13.4 IPS |
|
Image Classification (I8)
|
81% |
189
20.2 IPS |
|
Image Segmentation (F32)
|
100% |
251
1.55 IPS |
|
Image Segmentation (F16)
|
100% |
338
2.08 IPS |
|
Image Segmentation (I8)
|
89% |
570
3.52 IPS |
|
Pose Estimation (F32)
|
100% |
110
0.45 IPS |
|
Pose Estimation (F16)
|
100% |
95
0.39 IPS |
|
Pose Estimation (I8)
|
80% |
131
0.53 IPS |
|
Object Detection (F32)
|
100% |
163
5.73 IPS |
|
Object Detection (F16)
|
100% |
179
6.30 IPS |
|
Object Detection (I8)
|
52% |
259
9.10 IPS |
|
Face Detection (F32)
|
100% |
255
2.93 IPS |
|
Face Detection (F16)
|
100% |
241
2.77 IPS |
|
Face Detection (I8)
|
75% |
373
4.29 IPS |
|
Text Classification (F32)
|
100% |
283
111.8 IPS |
|
Text Classification (F16)
|
100% |
271
107.1 IPS |
|
Machine Translation (F32)
|
100% |
294
45.2 IPS |
|
Machine Translation (F16)
|
100% |
293
45.2 IPS |