Upload Date | January 25 2025 01:39 AM |
Views | 1 |
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% |
137
14.7 IPS |
|
Image Classification (F16)
|
100% |
112
12.0 IPS |
|
Image Classification (I8)
|
81% |
127
13.7 IPS |
|
Image Segmentation (F32)
|
100% |
253
1.56 IPS |
|
Image Segmentation (F16)
|
100% |
244
1.51 IPS |
|
Image Segmentation (I8)
|
89% |
412
2.55 IPS |
|
Pose Estimation (F32)
|
100% |
85
0.34 IPS |
|
Pose Estimation (F16)
|
100% |
74
0.30 IPS |
|
Pose Estimation (I8)
|
80% |
110
0.45 IPS |
|
Object Detection (F32)
|
100% |
168
5.89 IPS |
|
Object Detection (F16)
|
100% |
154
5.39 IPS |
|
Object Detection (I8)
|
52% |
151
5.28 IPS |
|
Face Detection (F32)
|
100% |
215
2.47 IPS |
|
Face Detection (F16)
|
100% |
215
2.47 IPS |
|
Face Detection (I8)
|
75% |
281
3.23 IPS |
|
Text Classification (F32)
|
100% |
203
80.2 IPS |
|
Text Classification (F16)
|
100% |
229
90.5 IPS |
|
Machine Translation (F32)
|
100% |
177
27.2 IPS |
|
Machine Translation (F16)
|
100% |
222
34.3 IPS |