Upload Date | March 03 2025 03:52 AM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 10 |
Model | Samsung Galaxy S6 |
Model ID | samsung SM-G920F |
Motherboard | universal7420 |
Governor | interactive |
CPU Information | |
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Name | ARM SAMSUNG |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 variant 1 part 3335 revision 0 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 4 Cores @ 2.40 GHz |
Memory Information | |
---|---|
Size | 2.64 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | CPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
50
5.39 IPS |
|
Image Classification (F16)
|
100% |
50
5.38 IPS |
|
Image Classification (I8)
|
81% |
140
15.0 IPS |
|
Image Segmentation (F32)
|
100% |
144
0.89 IPS |
|
Image Segmentation (F16)
|
100% |
145
0.90 IPS |
|
Image Segmentation (I8)
|
89% |
392
2.42 IPS |
|
Pose Estimation (F32)
|
100% |
78
0.32 IPS |
|
Pose Estimation (F16)
|
100% |
78
0.32 IPS |
|
Pose Estimation (I8)
|
80% |
122
0.49 IPS |
|
Object Detection (F32)
|
100% |
81
2.84 IPS |
|
Object Detection (F16)
|
100% |
81
2.86 IPS |
|
Object Detection (I8)
|
52% |
174
6.12 IPS |
|
Face Detection (F32)
|
100% |
121
1.39 IPS |
|
Face Detection (F16)
|
100% |
122
1.40 IPS |
|
Face Detection (I8)
|
75% |
281
3.22 IPS |
|
Text Classification (F32)
|
100% |
123
48.6 IPS |
|
Text Classification (F16)
|
100% |
125
49.4 IPS |
|
Machine Translation (F32)
|
100% |
75
11.6 IPS |
|
Machine Translation (F16)
|
100% |
74
11.5 IPS |