Upload Date | January 09 2025 01:38 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% |
434
46.5 IPS |
|
Image Classification (F16)
|
100% |
701
75.1 IPS |
|
Image Classification (I8)
|
80% |
659
70.6 IPS |
|
Image Segmentation (F32)
|
100% |
904
5.59 IPS |
|
Image Segmentation (F16)
|
100% |
1501
9.27 IPS |
|
Image Segmentation (I8)
|
89% |
1545
9.54 IPS |
|
Pose Estimation (F32)
|
100% |
428
1.73 IPS |
|
Pose Estimation (F16)
|
100% |
773
3.13 IPS |
|
Pose Estimation (I8)
|
80% |
772
3.12 IPS |
|
Object Detection (F32)
|
100% |
373
13.1 IPS |
|
Object Detection (F16)
|
99% |
503
17.6 IPS |
|
Object Detection (I8)
|
53% |
508
17.8 IPS |
|
Face Detection (F32)
|
100% |
801
9.20 IPS |
|
Face Detection (F16)
|
97% |
1429
16.4 IPS |
|
Face Detection (I8)
|
75% |
1287
14.8 IPS |
|
Text Classification (F32)
|
100% |
427
168.8 IPS |
|
Text Classification (F16)
|
98% |
540
213.5 IPS |
|
Machine Translation (F32)
|
100% |
298
46.0 IPS |
|
Machine Translation (F16)
|
100% |
303
46.7 IPS |