Upload Date | August 26 2024 02:28 AM |
Views | 2 |
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
5.96 IPS |
|
Image Classification (I8)
|
81% |
160
17.2 IPS |
|
Image Segmentation (F32)
|
100% |
254
1.57 IPS |
|
Image Segmentation (F16)
|
100% |
254
1.57 IPS |
|
Image Segmentation (I8)
|
89% |
563
3.48 IPS |
|
Pose Estimation (F32)
|
100% |
87
0.35 IPS |
|
Pose Estimation (F16)
|
100% |
83
0.34 IPS |
|
Pose Estimation (I8)
|
80% |
126
0.51 IPS |
|
Object Detection (F32)
|
100% |
88
3.07 IPS |
|
Object Detection (F16)
|
100% |
89
3.14 IPS |
|
Object Detection (I8)
|
52% |
205
7.20 IPS |
|
Face Detection (F32)
|
100% |
136
1.56 IPS |
|
Face Detection (F16)
|
100% |
136
1.56 IPS |
|
Face Detection (I8)
|
75% |
322
3.69 IPS |
|
Text Classification (F32)
|
100% |
158
62.5 IPS |
|
Text Classification (F16)
|
100% |
159
62.9 IPS |
|
Machine Translation (F32)
|
100% |
73
11.3 IPS |
|
Machine Translation (F16)
|
100% |
74
11.5 IPS |