Upload Date | January 20 2025 01:25 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% |
252
27.0 IPS |
|
Image Classification (F16)
|
100% |
499
53.4 IPS |
|
Image Classification (I8)
|
80% |
466
50.0 IPS |
|
Image Segmentation (F32)
|
100% |
509
3.14 IPS |
|
Image Segmentation (F16)
|
100% |
1112
6.87 IPS |
|
Image Segmentation (I8)
|
89% |
1077
6.65 IPS |
|
Pose Estimation (F32)
|
100% |
246
1.00 IPS |
|
Pose Estimation (F16)
|
100% |
513
2.08 IPS |
|
Pose Estimation (I8)
|
80% |
505
2.04 IPS |
|
Object Detection (F32)
|
100% |
185
6.50 IPS |
|
Object Detection (F16)
|
100% |
272
9.54 IPS |
|
Object Detection (I8)
|
54% |
275
9.64 IPS |
|
Face Detection (F32)
|
100% |
599
6.89 IPS |
|
Face Detection (F16)
|
97% |
1252
14.4 IPS |
|
Face Detection (I8)
|
75% |
1177
13.5 IPS |
|
Text Classification (F32)
|
100% |
263
104.1 IPS |
|
Text Classification (F16)
|
98% |
334
132.1 IPS |
|
Machine Translation (F32)
|
100% |
122
18.9 IPS |
|
Machine Translation (F16)
|
100% |
122
18.8 IPS |