Upload Date | February 14 2025 01:28 PM |
Views | 7 |
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 | 3.29 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
435
46.6 IPS |
|
Image Classification (F16)
|
100% |
705
75.6 IPS |
|
Image Classification (I8)
|
80% |
664
71.2 IPS |
|
Image Segmentation (F32)
|
100% |
916
5.66 IPS |
|
Image Segmentation (F16)
|
100% |
1536
9.49 IPS |
|
Image Segmentation (I8)
|
89% |
1559
9.63 IPS |
|
Pose Estimation (F32)
|
100% |
435
1.76 IPS |
|
Pose Estimation (F16)
|
100% |
783
3.17 IPS |
|
Pose Estimation (I8)
|
80% |
781
3.16 IPS |
|
Object Detection (F32)
|
100% |
368
12.9 IPS |
|
Object Detection (F16)
|
99% |
511
17.9 IPS |
|
Object Detection (I8)
|
53% |
498
17.5 IPS |
|
Face Detection (F32)
|
100% |
810
9.30 IPS |
|
Face Detection (F16)
|
97% |
1418
16.3 IPS |
|
Face Detection (I8)
|
75% |
1307
15.0 IPS |
|
Text Classification (F32)
|
100% |
424
167.9 IPS |
|
Text Classification (F16)
|
98% |
497
196.4 IPS |
|
Machine Translation (F32)
|
100% |
300
46.3 IPS |
|
Machine Translation (F16)
|
100% |
307
47.3 IPS |