Upload Date | January 21 2025 09:31 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 | 3.29 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
132
14.1 IPS |
|
Image Classification (F16)
|
100% |
121
12.9 IPS |
|
Image Classification (I8)
|
81% |
169
18.1 IPS |
|
Image Segmentation (F32)
|
100% |
344
2.12 IPS |
|
Image Segmentation (F16)
|
100% |
353
2.18 IPS |
|
Image Segmentation (I8)
|
89% |
521
3.22 IPS |
|
Pose Estimation (F32)
|
100% |
111
0.45 IPS |
|
Pose Estimation (F16)
|
100% |
109
0.44 IPS |
|
Pose Estimation (I8)
|
80% |
130
0.53 IPS |
|
Object Detection (F32)
|
100% |
177
6.22 IPS |
|
Object Detection (F16)
|
100% |
176
6.19 IPS |
|
Object Detection (I8)
|
52% |
251
8.81 IPS |
|
Face Detection (F32)
|
100% |
287
3.30 IPS |
|
Face Detection (F16)
|
100% |
275
3.16 IPS |
|
Face Detection (I8)
|
75% |
369
4.24 IPS |
|
Text Classification (F32)
|
100% |
281
111.2 IPS |
|
Text Classification (F16)
|
100% |
295
116.6 IPS |
|
Machine Translation (F32)
|
100% |
292
45.0 IPS |
|
Machine Translation (F16)
|
100% |
292
45.0 IPS |