Upload Date | June 15 2021 02:33 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 11 |
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 | 1.50 GHz |
Cluster 1 | 4 Cores @ 1.50 GHz |
Cluster 2 | 4 Cores @ 2.10 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% |
93
9.93 IPS |
|
Image Classification (F16)
|
100% |
93
9.99 IPS |
|
Image Classification (I8)
|
81% |
61
6.55 IPS |
|
Image Segmentation (F32)
|
100% |
158
0.97 IPS |
|
Image Segmentation (F16)
|
100% |
158
0.97 IPS |
|
Image Segmentation (I8)
|
89% |
303
1.87 IPS |
|
Pose Estimation (F32)
|
100% |
44
0.18 IPS |
|
Pose Estimation (F16)
|
100% |
41
0.17 IPS |
|
Pose Estimation (I8)
|
80% |
86
0.35 IPS |
|
Object Detection (F32)
|
100% |
116
4.09 IPS |
|
Object Detection (F16)
|
100% |
118
4.13 IPS |
|
Object Detection (I8)
|
52% |
104
3.64 IPS |
|
Face Detection (F32)
|
100% |
148
1.70 IPS |
|
Face Detection (F16)
|
100% |
140
1.61 IPS |
|
Face Detection (I8)
|
75% |
171
1.96 IPS |
|
Text Classification (F32)
|
100% |
97
38.5 IPS |
|
Text Classification (F16)
|
100% |
97
38.4 IPS |
|
Machine Translation (F32)
|
100% |
60
9.20 IPS |
|
Machine Translation (F16)
|
100% |
59
9.10 IPS |