Upload Date | February 13 2025 05:47 AM |
Views | 6 |
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% |
145
15.5 IPS |
|
Image Classification (F16)
|
100% |
86
9.18 IPS |
|
Image Classification (I8)
|
81% |
133
14.3 IPS |
|
Image Segmentation (F32)
|
100% |
223
1.37 IPS |
|
Image Segmentation (F16)
|
100% |
239
1.48 IPS |
|
Image Segmentation (I8)
|
89% |
421
2.60 IPS |
|
Pose Estimation (F32)
|
100% |
78
0.32 IPS |
|
Pose Estimation (F16)
|
100% |
67
0.27 IPS |
|
Pose Estimation (I8)
|
80% |
84
0.34 IPS |
|
Object Detection (F32)
|
100% |
149
5.23 IPS |
|
Object Detection (F16)
|
100% |
132
4.64 IPS |
|
Object Detection (I8)
|
52% |
190
6.67 IPS |
|
Face Detection (F32)
|
100% |
244
2.81 IPS |
|
Face Detection (F16)
|
100% |
197
2.27 IPS |
|
Face Detection (I8)
|
75% |
283
3.25 IPS |
|
Text Classification (F32)
|
100% |
217
85.7 IPS |
|
Text Classification (F16)
|
100% |
215
84.9 IPS |
|
Machine Translation (F32)
|
100% |
185
28.5 IPS |
|
Machine Translation (F16)
|
100% |
181
27.8 IPS |