Upload Date | March 05 2025 01:53 PM |
Views | 6 |
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% |
435
46.7 IPS |
|
Image Classification (F16)
|
100% |
709
75.9 IPS |
|
Image Classification (I8)
|
80% |
664
71.2 IPS |
|
Image Segmentation (F32)
|
100% |
909
5.62 IPS |
|
Image Segmentation (F16)
|
100% |
1518
9.38 IPS |
|
Image Segmentation (I8)
|
89% |
1553
9.59 IPS |
|
Pose Estimation (F32)
|
100% |
433
1.75 IPS |
|
Pose Estimation (F16)
|
100% |
776
3.14 IPS |
|
Pose Estimation (I8)
|
80% |
775
3.14 IPS |
|
Object Detection (F32)
|
100% |
368
12.9 IPS |
|
Object Detection (F16)
|
99% |
511
17.9 IPS |
|
Object Detection (I8)
|
53% |
507
17.8 IPS |
|
Face Detection (F32)
|
100% |
806
9.26 IPS |
|
Face Detection (F16)
|
97% |
1419
16.3 IPS |
|
Face Detection (I8)
|
75% |
1309
15.0 IPS |
|
Text Classification (F32)
|
100% |
446
176.5 IPS |
|
Text Classification (F16)
|
98% |
549
217.2 IPS |
|
Machine Translation (F32)
|
100% |
308
47.5 IPS |
|
Machine Translation (F16)
|
100% |
307
47.3 IPS |