Upload Date | January 25 2025 02:07 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% |
98
10.5 IPS |
|
Image Classification (F16)
|
100% |
86
9.19 IPS |
|
Image Classification (I8)
|
81% |
93
9.94 IPS |
|
Image Segmentation (F32)
|
100% |
189
1.17 IPS |
|
Image Segmentation (F16)
|
100% |
182
1.13 IPS |
|
Image Segmentation (I8)
|
89% |
347
2.14 IPS |
|
Pose Estimation (F32)
|
100% |
69
0.28 IPS |
|
Pose Estimation (F16)
|
100% |
68
0.28 IPS |
|
Pose Estimation (I8)
|
80% |
89
0.36 IPS |
|
Object Detection (F32)
|
100% |
124
4.35 IPS |
|
Object Detection (F16)
|
100% |
116
4.07 IPS |
|
Object Detection (I8)
|
52% |
136
4.77 IPS |
|
Face Detection (F32)
|
100% |
176
2.02 IPS |
|
Face Detection (F16)
|
100% |
184
2.12 IPS |
|
Face Detection (I8)
|
75% |
222
2.55 IPS |
|
Text Classification (F32)
|
100% |
139
55.0 IPS |
|
Text Classification (F16)
|
100% |
146
57.8 IPS |
|
Machine Translation (F32)
|
100% |
144
22.2 IPS |
|
Machine Translation (F16)
|
100% |
143
22.0 IPS |