Upload Date | January 21 2025 09:26 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% |
433
46.3 IPS |
|
Image Classification (F16)
|
100% |
702
75.2 IPS |
|
Image Classification (I8)
|
80% |
660
70.7 IPS |
|
Image Segmentation (F32)
|
100% |
892
5.51 IPS |
|
Image Segmentation (F16)
|
100% |
1513
9.35 IPS |
|
Image Segmentation (I8)
|
89% |
1546
9.55 IPS |
|
Pose Estimation (F32)
|
100% |
454
1.84 IPS |
|
Pose Estimation (F16)
|
100% |
780
3.16 IPS |
|
Pose Estimation (I8)
|
80% |
781
3.16 IPS |
|
Object Detection (F32)
|
100% |
375
13.2 IPS |
|
Object Detection (F16)
|
99% |
502
17.6 IPS |
|
Object Detection (I8)
|
53% |
483
16.9 IPS |
|
Face Detection (F32)
|
100% |
790
9.07 IPS |
|
Face Detection (F16)
|
97% |
1419
16.3 IPS |
|
Face Detection (I8)
|
75% |
1264
14.5 IPS |
|
Text Classification (F32)
|
100% |
433
171.2 IPS |
|
Text Classification (F16)
|
98% |
551
217.8 IPS |
|
Machine Translation (F32)
|
100% |
318
49.1 IPS |
|
Machine Translation (F16)
|
100% |
293
45.2 IPS |