Upload Date | January 02 2025 06:55 AM |
Views | 1 |
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% |
438
46.9 IPS |
|
Image Classification (F16)
|
100% |
704
75.5 IPS |
|
Image Classification (I8)
|
80% |
661
70.9 IPS |
|
Image Segmentation (F32)
|
100% |
909
5.62 IPS |
|
Image Segmentation (F16)
|
100% |
1521
9.39 IPS |
|
Image Segmentation (I8)
|
89% |
1549
9.57 IPS |
|
Pose Estimation (F32)
|
100% |
423
1.71 IPS |
|
Pose Estimation (F16)
|
100% |
776
3.14 IPS |
|
Pose Estimation (I8)
|
80% |
784
3.17 IPS |
|
Object Detection (F32)
|
100% |
363
12.7 IPS |
|
Object Detection (F16)
|
99% |
488
17.1 IPS |
|
Object Detection (I8)
|
53% |
478
16.8 IPS |
|
Face Detection (F32)
|
100% |
804
9.24 IPS |
|
Face Detection (F16)
|
97% |
1410
16.2 IPS |
|
Face Detection (I8)
|
75% |
1291
14.8 IPS |
|
Text Classification (F32)
|
100% |
448
177.1 IPS |
|
Text Classification (F16)
|
98% |
535
211.6 IPS |
|
Machine Translation (F32)
|
100% |
288
44.4 IPS |
|
Machine Translation (F16)
|
100% |
293
45.1 IPS |