Upload Date | August 26 2024 03:08 AM |
Views | 1 |
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 0 part 3331 revision 2 |
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% |
54
5.74 IPS |
|
Image Classification (F16)
|
100% |
54
5.74 IPS |
|
Image Classification (I8)
|
81% |
153
16.4 IPS |
|
Image Segmentation (F32)
|
100% |
250
1.54 IPS |
|
Image Segmentation (F16)
|
100% |
249
1.54 IPS |
|
Image Segmentation (I8)
|
89% |
544
3.36 IPS |
|
Pose Estimation (F32)
|
100% |
87
0.35 IPS |
|
Pose Estimation (F16)
|
100% |
84
0.34 IPS |
|
Pose Estimation (I8)
|
80% |
128
0.52 IPS |
|
Object Detection (F32)
|
100% |
86
3.01 IPS |
|
Object Detection (F16)
|
100% |
87
3.05 IPS |
|
Object Detection (I8)
|
52% |
204
7.17 IPS |
|
Face Detection (F32)
|
100% |
130
1.49 IPS |
|
Face Detection (F16)
|
100% |
130
1.50 IPS |
|
Face Detection (I8)
|
75% |
321
3.69 IPS |
|
Text Classification (F32)
|
100% |
144
57.1 IPS |
|
Text Classification (F16)
|
100% |
147
58.2 IPS |
|
Machine Translation (F32)
|
100% |
71
10.9 IPS |
|
Machine Translation (F16)
|
100% |
69
10.6 IPS |