Upload Date | January 09 2025 01:20 PM |
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% |
419
44.9 IPS |
|
Image Classification (F16)
|
100% |
676
72.4 IPS |
|
Image Classification (I8)
|
80% |
635
68.1 IPS |
|
Image Segmentation (F32)
|
100% |
873
5.39 IPS |
|
Image Segmentation (F16)
|
100% |
1453
8.97 IPS |
|
Image Segmentation (I8)
|
89% |
1457
9.00 IPS |
|
Pose Estimation (F32)
|
100% |
419
1.70 IPS |
|
Pose Estimation (F16)
|
100% |
756
3.06 IPS |
|
Pose Estimation (I8)
|
80% |
747
3.02 IPS |
|
Object Detection (F32)
|
100% |
291
10.2 IPS |
|
Object Detection (F16)
|
99% |
432
15.1 IPS |
|
Object Detection (I8)
|
53% |
388
13.6 IPS |
|
Face Detection (F32)
|
100% |
768
8.83 IPS |
|
Face Detection (F16)
|
97% |
1379
15.8 IPS |
|
Face Detection (I8)
|
75% |
1164
13.4 IPS |
|
Text Classification (F32)
|
100% |
320
126.4 IPS |
|
Text Classification (F16)
|
98% |
371
146.6 IPS |
|
Machine Translation (F32)
|
100% |
227
35.0 IPS |
|
Machine Translation (F16)
|
100% |
236
36.4 IPS |