Upload Date | January 20 2025 01:28 PM |
Views | 1 |
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 | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
249
26.7 IPS |
|
Image Classification (F16)
|
100% |
492
52.7 IPS |
|
Image Classification (I8)
|
80% |
454
48.6 IPS |
|
Image Segmentation (F32)
|
100% |
502
3.10 IPS |
|
Image Segmentation (F16)
|
100% |
1048
6.47 IPS |
|
Image Segmentation (I8)
|
89% |
1055
6.52 IPS |
|
Pose Estimation (F32)
|
100% |
245
0.99 IPS |
|
Pose Estimation (F16)
|
100% |
493
1.99 IPS |
|
Pose Estimation (I8)
|
80% |
507
2.05 IPS |
|
Object Detection (F32)
|
100% |
173
6.06 IPS |
|
Object Detection (F16)
|
100% |
242
8.48 IPS |
|
Object Detection (I8)
|
54% |
235
8.24 IPS |
|
Face Detection (F32)
|
100% |
557
6.39 IPS |
|
Face Detection (F16)
|
97% |
1074
12.3 IPS |
|
Face Detection (I8)
|
75% |
1051
12.1 IPS |
|
Text Classification (F32)
|
100% |
266
105.2 IPS |
|
Text Classification (F16)
|
98% |
321
126.9 IPS |
|
Machine Translation (F32)
|
100% |
124
19.1 IPS |
|
Machine Translation (F16)
|
100% |
124
19.1 IPS |