Upload Date | January 01 2025 12:26 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 15 |
Model | samsung SM-X216B |
Model ID | samsung SM-X216B |
Motherboard | holi |
Governor | schedutil |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 1 |
Base Frequency | 1.80 GHz |
Cluster 1 | 6 Cores @ 1.80 GHz |
Cluster 2 | 2 Cores @ 2.21 GHz |
Memory Information | |
---|---|
Size | 7.18 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
439
47.0 IPS |
|
Image Classification (F16)
|
100% |
701
75.1 IPS |
|
Image Classification (I8)
|
80% |
667
71.4 IPS |
|
Image Segmentation (F32)
|
100% |
903
5.58 IPS |
|
Image Segmentation (F16)
|
100% |
1514
9.35 IPS |
|
Image Segmentation (I8)
|
89% |
1558
9.62 IPS |
|
Pose Estimation (F32)
|
100% |
430
1.74 IPS |
|
Pose Estimation (F16)
|
100% |
774
3.13 IPS |
|
Pose Estimation (I8)
|
80% |
772
3.13 IPS |
|
Object Detection (F32)
|
100% |
381
13.4 IPS |
|
Object Detection (F16)
|
99% |
515
18.1 IPS |
|
Object Detection (I8)
|
53% |
503
17.7 IPS |
|
Face Detection (F32)
|
100% |
802
9.22 IPS |
|
Face Detection (F16)
|
97% |
1420
16.3 IPS |
|
Face Detection (I8)
|
75% |
1308
15.0 IPS |
|
Text Classification (F32)
|
100% |
440
174.0 IPS |
|
Text Classification (F16)
|
98% |
536
212.1 IPS |
|
Machine Translation (F32)
|
100% |
304
46.8 IPS |
|
Machine Translation (F16)
|
100% |
300
46.3 IPS |