Upload Date | January 01 2025 02:28 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 | 3.29 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% |
712
76.3 IPS |
|
Image Classification (I8)
|
80% |
662
70.9 IPS |
|
Image Segmentation (F32)
|
100% |
904
5.58 IPS |
|
Image Segmentation (F16)
|
100% |
1522
9.40 IPS |
|
Image Segmentation (I8)
|
89% |
1562
9.65 IPS |
|
Pose Estimation (F32)
|
100% |
465
1.88 IPS |
|
Pose Estimation (F16)
|
100% |
774
3.13 IPS |
|
Pose Estimation (I8)
|
80% |
774
3.13 IPS |
|
Object Detection (F32)
|
100% |
363
12.7 IPS |
|
Object Detection (F16)
|
99% |
496
17.4 IPS |
|
Object Detection (I8)
|
53% |
497
17.4 IPS |
|
Face Detection (F32)
|
100% |
800
9.20 IPS |
|
Face Detection (F16)
|
97% |
1414
16.2 IPS |
|
Face Detection (I8)
|
75% |
1305
15.0 IPS |
|
Text Classification (F32)
|
100% |
438
173.3 IPS |
|
Text Classification (F16)
|
98% |
548
216.8 IPS |
|
Machine Translation (F32)
|
100% |
304
46.8 IPS |
|
Machine Translation (F16)
|
100% |
311
47.9 IPS |