Upload Date | March 05 2025 03:07 PM |
Views | 5 |
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 | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
437
46.9 IPS |
|
Image Classification (F16)
|
100% |
709
76.0 IPS |
|
Image Classification (I8)
|
80% |
668
71.6 IPS |
|
Image Segmentation (F32)
|
100% |
911
5.63 IPS |
|
Image Segmentation (F16)
|
100% |
1526
9.43 IPS |
|
Image Segmentation (I8)
|
89% |
1557
9.62 IPS |
|
Pose Estimation (F32)
|
100% |
429
1.74 IPS |
|
Pose Estimation (F16)
|
100% |
778
3.15 IPS |
|
Pose Estimation (I8)
|
80% |
779
3.15 IPS |
|
Object Detection (F32)
|
100% |
360
12.7 IPS |
|
Object Detection (F16)
|
99% |
486
17.1 IPS |
|
Object Detection (I8)
|
53% |
486
17.1 IPS |
|
Face Detection (F32)
|
100% |
806
9.26 IPS |
|
Face Detection (F16)
|
97% |
1405
16.1 IPS |
|
Face Detection (I8)
|
75% |
1296
14.9 IPS |
|
Text Classification (F32)
|
100% |
424
167.8 IPS |
|
Text Classification (F16)
|
98% |
544
215.2 IPS |
|
Machine Translation (F32)
|
100% |
305
47.0 IPS |
|
Machine Translation (F16)
|
100% |
299
46.0 IPS |