Upload Date | March 19 2023 02:29 AM |
Views | 1 |
System Information | |
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Operating System | Android 13 |
Model | samsung SM-A146U |
Model ID | samsung SM-A146U |
Motherboard | a14xm |
CPU Information | |
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Name | ARM MT6833V/NZA |
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 | 3.52 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
88
9.47 IPS |
|
Image Classification (F16)
|
100% |
81
8.73 IPS |
|
Image Classification (I8)
|
81% |
229
24.6 IPS |
|
Image Segmentation (F32)
|
100% |
215
1.33 IPS |
|
Image Segmentation (F16)
|
100% |
215
1.33 IPS |
|
Image Segmentation (I8)
|
89% |
632
3.90 IPS |
|
Pose Estimation (F32)
|
100% |
155
0.63 IPS |
|
Pose Estimation (F16)
|
100% |
152
0.62 IPS |
|
Pose Estimation (I8)
|
80% |
151
0.61 IPS |
|
Object Detection (F32)
|
100% |
122
4.28 IPS |
|
Object Detection (F16)
|
100% |
131
4.61 IPS |
|
Object Detection (I8)
|
52% |
292
10.2 IPS |
|
Face Detection (F32)
|
100% |
193
2.21 IPS |
|
Face Detection (F16)
|
100% |
189
2.17 IPS |
|
Face Detection (I8)
|
75% |
446
5.12 IPS |
|
Text Classification (F32)
|
100% |
140
55.5 IPS |
|
Text Classification (F16)
|
100% |
177
70.1 IPS |
|
Machine Translation (F32)
|
100% |
240
36.9 IPS |
|
Machine Translation (F16)
|
100% |
249
38.4 IPS |