Upload Date | June 12 2021 09:12 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Samsung Galaxy S21 Ultra 5G |
Model ID | samsung SM-G998B |
Motherboard | exynos2100 |
Governor | energy_step |
CPU Information | |
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Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3396 revision 0 |
Base Frequency | 2.21 GHz |
Cluster 1 | 4 Cores @ 2.21 GHz |
Cluster 2 | 3 Cores @ 2.81 GHz |
Cluster 3 | 1 Core @ 2.91 GHz |
Memory Information | |
---|---|
Size | 10.31 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1091
116.9 IPS |
|
Image Classification (F16)
|
100% |
1943
208.2 IPS |
|
Image Classification (I8)
|
80% |
1695
181.7 IPS |
|
Image Segmentation (F32)
|
100% |
2205
13.6 IPS |
|
Image Segmentation (F16)
|
100% |
4050
25.0 IPS |
|
Image Segmentation (I8)
|
89% |
4102
25.3 IPS |
|
Pose Estimation (F32)
|
100% |
638
2.58 IPS |
|
Pose Estimation (F16)
|
100% |
2528
10.2 IPS |
|
Pose Estimation (I8)
|
80% |
2514
10.2 IPS |
|
Object Detection (F32)
|
100% |
615
21.6 IPS |
|
Object Detection (F16)
|
100% |
885
31.1 IPS |
|
Object Detection (I8)
|
54% |
879
30.8 IPS |
|
Face Detection (F32)
|
100% |
1786
20.5 IPS |
|
Face Detection (F16)
|
97% |
3161
36.3 IPS |
|
Face Detection (I8)
|
75% |
3088
35.5 IPS |
|
Text Classification (F32)
|
100% |
942
372.7 IPS |
|
Text Classification (F16)
|
98% |
1201
475.1 IPS |
|
Machine Translation (F32)
|
100% |
683
105.2 IPS |
|
Machine Translation (F16)
|
100% |
681
104.9 IPS |