Upload Date | February 13 2025 06:57 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% |
69
7.43 IPS |
|
Image Classification (F16)
|
100% |
63
6.79 IPS |
|
Image Classification (I8)
|
81% |
68
7.24 IPS |
|
Image Segmentation (F32)
|
100% |
172
1.06 IPS |
|
Image Segmentation (F16)
|
100% |
173
1.07 IPS |
|
Image Segmentation (I8)
|
89% |
239
1.48 IPS |
|
Pose Estimation (F32)
|
100% |
46
0.19 IPS |
|
Pose Estimation (F16)
|
100% |
47
0.19 IPS |
|
Pose Estimation (I8)
|
80% |
62
0.25 IPS |
|
Object Detection (F32)
|
100% |
97
3.39 IPS |
|
Object Detection (F16)
|
100% |
99
3.46 IPS |
|
Object Detection (I8)
|
52% |
118
4.14 IPS |
|
Face Detection (F32)
|
100% |
184
2.11 IPS |
|
Face Detection (F16)
|
100% |
172
1.98 IPS |
|
Face Detection (I8)
|
75% |
167
1.92 IPS |
|
Text Classification (F32)
|
100% |
147
58.2 IPS |
|
Text Classification (F16)
|
100% |
145
57.4 IPS |
|
Machine Translation (F32)
|
100% |
130
20.0 IPS |
|
Machine Translation (F16)
|
100% |
135
20.8 IPS |