Upload Date | February 14 2025 01:19 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% |
440
47.1 IPS |
|
Image Classification (F16)
|
100% |
714
76.6 IPS |
|
Image Classification (I8)
|
80% |
670
71.7 IPS |
|
Image Segmentation (F32)
|
100% |
914
5.65 IPS |
|
Image Segmentation (F16)
|
100% |
1526
9.43 IPS |
|
Image Segmentation (I8)
|
89% |
1580
9.76 IPS |
|
Pose Estimation (F32)
|
100% |
430
1.74 IPS |
|
Pose Estimation (F16)
|
100% |
780
3.16 IPS |
|
Pose Estimation (I8)
|
80% |
777
3.14 IPS |
|
Object Detection (F32)
|
100% |
370
13.0 IPS |
|
Object Detection (F16)
|
99% |
498
17.5 IPS |
|
Object Detection (I8)
|
53% |
496
17.4 IPS |
|
Face Detection (F32)
|
100% |
810
9.31 IPS |
|
Face Detection (F16)
|
97% |
1442
16.6 IPS |
|
Face Detection (I8)
|
75% |
1306
15.0 IPS |
|
Text Classification (F32)
|
100% |
449
177.7 IPS |
|
Text Classification (F16)
|
98% |
567
224.3 IPS |
|
Machine Translation (F32)
|
100% |
305
47.0 IPS |
|
Machine Translation (F16)
|
100% |
299
46.1 IPS |