Upload Date | January 24 2025 07:57 PM |
Views | 3 |
System Information | |
---|---|
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% |
62
6.62 IPS |
|
Image Classification (F16)
|
100% |
60
6.47 IPS |
|
Image Classification (I8)
|
81% |
66
7.03 IPS |
|
Image Segmentation (F32)
|
100% |
129
0.79 IPS |
|
Image Segmentation (F16)
|
100% |
127
0.78 IPS |
|
Image Segmentation (I8)
|
89% |
289
1.79 IPS |
|
Pose Estimation (F32)
|
100% |
52
0.21 IPS |
|
Pose Estimation (F16)
|
100% |
53
0.22 IPS |
|
Pose Estimation (I8)
|
80% |
63
0.25 IPS |
|
Object Detection (F32)
|
100% |
89
3.13 IPS |
|
Object Detection (F16)
|
100% |
93
3.27 IPS |
|
Object Detection (I8)
|
52% |
128
4.48 IPS |
|
Face Detection (F32)
|
100% |
167
1.92 IPS |
|
Face Detection (F16)
|
100% |
135
1.56 IPS |
|
Face Detection (I8)
|
75% |
185
2.12 IPS |
|
Text Classification (F32)
|
100% |
129
50.9 IPS |
|
Text Classification (F16)
|
100% |
125
49.6 IPS |
|
Machine Translation (F32)
|
100% |
131
20.2 IPS |
|
Machine Translation (F16)
|
100% |
124
19.2 IPS |