Upload Date | January 25 2025 12:56 AM |
Views | 3 |
System Information | |
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Operating System | Android 15 |
Model | samsung SM-A146P |
Model ID | samsung SM-A146P |
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% |
83
8.94 IPS |
|
Image Classification (F16)
|
100% |
82
8.78 IPS |
|
Image Classification (I8)
|
81% |
74
7.95 IPS |
|
Image Segmentation (F32)
|
100% |
167
1.03 IPS |
|
Image Segmentation (F16)
|
100% |
161
1.00 IPS |
|
Image Segmentation (I8)
|
89% |
304
1.88 IPS |
|
Pose Estimation (F32)
|
100% |
65
0.26 IPS |
|
Pose Estimation (F16)
|
100% |
65
0.26 IPS |
|
Pose Estimation (I8)
|
80% |
73
0.30 IPS |
|
Object Detection (F32)
|
100% |
83
2.92 IPS |
|
Object Detection (F16)
|
100% |
85
2.99 IPS |
|
Object Detection (I8)
|
52% |
115
4.04 IPS |
|
Face Detection (F32)
|
100% |
181
2.08 IPS |
|
Face Detection (F16)
|
100% |
190
2.18 IPS |
|
Face Detection (I8)
|
75% |
200
2.30 IPS |
|
Text Classification (F32)
|
100% |
123
48.6 IPS |
|
Text Classification (F16)
|
100% |
106
42.1 IPS |
|
Machine Translation (F32)
|
100% |
118
18.3 IPS |
|
Machine Translation (F16)
|
100% |
122
18.8 IPS |