Upload Date | January 21 2025 05:10 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 | |
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Size | 3.29 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
115
12.3 IPS |
|
Image Classification (F16)
|
100% |
107
11.5 IPS |
|
Image Classification (I8)
|
81% |
185
19.8 IPS |
|
Image Segmentation (F32)
|
100% |
256
1.58 IPS |
|
Image Segmentation (F16)
|
100% |
273
1.68 IPS |
|
Image Segmentation (I8)
|
89% |
518
3.20 IPS |
|
Pose Estimation (F32)
|
100% |
90
0.36 IPS |
|
Pose Estimation (F16)
|
100% |
88
0.35 IPS |
|
Pose Estimation (I8)
|
80% |
93
0.38 IPS |
|
Object Detection (F32)
|
100% |
171
6.01 IPS |
|
Object Detection (F16)
|
100% |
185
6.50 IPS |
|
Object Detection (I8)
|
52% |
206
7.21 IPS |
|
Face Detection (F32)
|
100% |
230
2.64 IPS |
|
Face Detection (F16)
|
100% |
207
2.38 IPS |
|
Face Detection (I8)
|
75% |
315
3.62 IPS |
|
Text Classification (F32)
|
100% |
276
109.2 IPS |
|
Text Classification (F16)
|
100% |
149
59.1 IPS |
|
Machine Translation (F32)
|
100% |
283
43.6 IPS |
|
Machine Translation (F16)
|
100% |
278
42.8 IPS |