Upload Date | September 02 2024 06:52 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% |
56
5.97 IPS |
|
Image Classification (F16)
|
100% |
56
5.97 IPS |
|
Image Classification (I8)
|
81% |
151
16.2 IPS |
|
Image Segmentation (F32)
|
100% |
252
1.56 IPS |
|
Image Segmentation (F16)
|
100% |
252
1.56 IPS |
|
Image Segmentation (I8)
|
89% |
565
3.49 IPS |
|
Pose Estimation (F32)
|
100% |
92
0.37 IPS |
|
Pose Estimation (F16)
|
100% |
88
0.36 IPS |
|
Pose Estimation (I8)
|
80% |
148
0.60 IPS |
|
Object Detection (F32)
|
100% |
88
3.08 IPS |
|
Object Detection (F16)
|
100% |
88
3.10 IPS |
|
Object Detection (I8)
|
52% |
198
6.95 IPS |
|
Face Detection (F32)
|
100% |
134
1.54 IPS |
|
Face Detection (F16)
|
100% |
135
1.56 IPS |
|
Face Detection (I8)
|
75% |
313
3.59 IPS |
|
Text Classification (F32)
|
100% |
160
63.3 IPS |
|
Text Classification (F16)
|
100% |
157
62.1 IPS |
|
Machine Translation (F32)
|
100% |
72
11.2 IPS |
|
Machine Translation (F16)
|
100% |
73
11.2 IPS |