Upload Date | January 09 2025 01:42 PM |
Views | 4 |
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 | 7.18 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
145
15.5 IPS |
|
Image Classification (F16)
|
100% |
135
14.5 IPS |
|
Image Classification (I8)
|
81% |
199
21.3 IPS |
|
Image Segmentation (F32)
|
100% |
326
2.02 IPS |
|
Image Segmentation (F16)
|
100% |
322
1.99 IPS |
|
Image Segmentation (I8)
|
89% |
378
2.33 IPS |
|
Pose Estimation (F32)
|
100% |
98
0.40 IPS |
|
Pose Estimation (F16)
|
100% |
97
0.39 IPS |
|
Pose Estimation (I8)
|
80% |
60
0.24 IPS |
|
Object Detection (F32)
|
100% |
204
7.16 IPS |
|
Object Detection (F16)
|
100% |
176
6.19 IPS |
|
Object Detection (I8)
|
52% |
244
8.58 IPS |
|
Face Detection (F32)
|
100% |
259
2.98 IPS |
|
Face Detection (F16)
|
100% |
269
3.09 IPS |
|
Face Detection (I8)
|
75% |
294
3.38 IPS |
|
Text Classification (F32)
|
100% |
472
186.8 IPS |
|
Text Classification (F16)
|
100% |
474
187.6 IPS |
|
Machine Translation (F32)
|
100% |
297
45.8 IPS |
|
Machine Translation (F16)
|
100% |
298
46.0 IPS |