Upload Date | February 17 2025 12:02 AM |
Views | 4 |
System Information | |
---|---|
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 | |
---|---|
Size | 3.46 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
347
37.2 IPS |
|
Image Classification (F16)
|
100% |
460
49.3 IPS |
|
Image Classification (I8)
|
80% |
121
13.0 IPS |
|
Image Segmentation (F32)
|
100% |
302
1.86 IPS |
|
Image Segmentation (F16)
|
100% |
286
1.76 IPS |
|
Image Segmentation (I8)
|
89% |
609
3.76 IPS |
|
Pose Estimation (F32)
|
100% |
372
1.51 IPS |
|
Pose Estimation (F16)
|
100% |
708
2.86 IPS |
|
Pose Estimation (I8)
|
80% |
197
0.80 IPS |
|
Object Detection (F32)
|
100% |
247
8.68 IPS |
|
Object Detection (F16)
|
100% |
322
11.3 IPS |
|
Object Detection (I8)
|
53% |
128
4.51 IPS |
|
Face Detection (F32)
|
100% |
628
7.22 IPS |
|
Face Detection (F16)
|
97% |
697
8.01 IPS |
|
Face Detection (I8)
|
75% |
302
3.47 IPS |
|
Text Classification (F32)
|
100% |
146
57.9 IPS |
|
Text Classification (F16)
|
100% |
113
44.6 IPS |
|
Machine Translation (F32)
|
100% |
123
19.0 IPS |
|
Machine Translation (F16)
|
100% |
141
21.7 IPS |