Upload Date | February 15 2025 06:35 AM |
Views | 5 |
System Information | |
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Operating System | Android 15 |
Model | samsung SM-A146U |
Model ID | samsung SM-A146U |
Motherboard | a14xm |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 4 part 3339 revision 0 |
Base Frequency | 2.00 GHz |
Cluster 1 | 6 Cores @ 2.00 GHz |
Cluster 2 | 2 Cores @ 2.20 GHz |
Memory Information | |
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Size | 3.46 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
143
15.3 IPS |
|
Image Classification (F16)
|
100% |
86
9.22 IPS |
|
Image Classification (I8)
|
81% |
99
10.6 IPS |
|
Image Segmentation (F32)
|
100% |
172
1.06 IPS |
|
Image Segmentation (F16)
|
100% |
175
1.08 IPS |
|
Image Segmentation (I8)
|
89% |
390
2.41 IPS |
|
Pose Estimation (F32)
|
100% |
68
0.27 IPS |
|
Pose Estimation (F16)
|
100% |
65
0.26 IPS |
|
Pose Estimation (I8)
|
80% |
71
0.29 IPS |
|
Object Detection (F32)
|
100% |
109
3.83 IPS |
|
Object Detection (F16)
|
100% |
111
3.91 IPS |
|
Object Detection (I8)
|
52% |
149
5.23 IPS |
|
Face Detection (F32)
|
100% |
215
2.47 IPS |
|
Face Detection (F16)
|
100% |
193
2.22 IPS |
|
Face Detection (I8)
|
75% |
233
2.67 IPS |
|
Text Classification (F32)
|
100% |
137
54.1 IPS |
|
Text Classification (F16)
|
100% |
170
67.2 IPS |
|
Machine Translation (F32)
|
100% |
175
27.0 IPS |
|
Machine Translation (F16)
|
100% |
132
20.4 IPS |