Upload Date | January 19 2022 05:45 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Android 12 |
Model | Samsung Galaxy S21 5G |
Model ID | samsung SM-G991N |
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 | 7.03 GB |
Inference Information | |
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Framework | TensorFlow Lite |
Backend | GPU |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1048
112.3 IPS |
|
Image Classification (F16)
|
100% |
1991
213.3 IPS |
|
Image Classification (I8)
|
80% |
1783
191.0 IPS |
|
Image Segmentation (F32)
|
100% |
2409
14.9 IPS |
|
Image Segmentation (F16)
|
100% |
4657
28.8 IPS |
|
Image Segmentation (I8)
|
89% |
4840
29.9 IPS |
|
Pose Estimation (F32)
|
100% |
678
2.74 IPS |
|
Pose Estimation (F16)
|
100% |
2538
10.3 IPS |
|
Pose Estimation (I8)
|
80% |
2526
10.2 IPS |
|
Object Detection (F32)
|
100% |
631
22.1 IPS |
|
Object Detection (F16)
|
100% |
933
32.8 IPS |
|
Object Detection (I8)
|
54% |
929
32.6 IPS |
|
Face Detection (F32)
|
100% |
1879
21.6 IPS |
|
Face Detection (F16)
|
97% |
3690
42.4 IPS |
|
Face Detection (I8)
|
75% |
3061
35.2 IPS |
|
Text Classification (F32)
|
100% |
941
372.1 IPS |
|
Text Classification (F16)
|
98% |
1244
492.1 IPS |
|
Machine Translation (F32)
|
100% |
718
110.6 IPS |
|
Machine Translation (F16)
|
100% |
696
107.2 IPS |