Upload Date | January 12 2025 09:57 AM |
Views | 4 |
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% |
441
47.2 IPS |
|
Image Classification (F16)
|
100% |
709
75.9 IPS |
|
Image Classification (I8)
|
80% |
672
72.0 IPS |
|
Image Segmentation (F32)
|
100% |
914
5.65 IPS |
|
Image Segmentation (F16)
|
100% |
1518
9.37 IPS |
|
Image Segmentation (I8)
|
89% |
1563
9.66 IPS |
|
Pose Estimation (F32)
|
100% |
433
1.75 IPS |
|
Pose Estimation (F16)
|
100% |
775
3.14 IPS |
|
Pose Estimation (I8)
|
80% |
775
3.13 IPS |
|
Object Detection (F32)
|
100% |
369
12.9 IPS |
|
Object Detection (F16)
|
99% |
506
17.7 IPS |
|
Object Detection (I8)
|
53% |
506
17.8 IPS |
|
Face Detection (F32)
|
100% |
796
9.15 IPS |
|
Face Detection (F16)
|
97% |
1415
16.3 IPS |
|
Face Detection (I8)
|
75% |
1306
15.0 IPS |
|
Text Classification (F32)
|
100% |
445
175.8 IPS |
|
Text Classification (F16)
|
98% |
549
217.2 IPS |
|
Machine Translation (F32)
|
100% |
306
47.1 IPS |
|
Machine Translation (F16)
|
100% |
308
47.5 IPS |