Upload Date | October 24 2021 12:36 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Android 11 |
Model | Samsung Galaxy S21 Ultra 5G |
Model ID | samsung SM-G998U1 |
Motherboard | lahaina |
Governor | schedutil |
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 | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 3 Cores @ 2.42 GHz |
Cluster 3 | 1 Core @ 2.84 GHz |
Memory Information | |
---|---|
Size | 10.07 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1007
107.9 IPS |
|
Image Classification (F16)
|
100% |
1716
183.8 IPS |
|
Image Classification (I8)
|
79% |
4939
529.2 IPS |
|
Image Segmentation (F32)
|
100% |
2456
15.2 IPS |
|
Image Segmentation (F16)
|
71% |
3600
22.2 IPS |
|
Image Segmentation (I8)
|
89% |
10971
67.8 IPS |
|
Pose Estimation (F32)
|
100% |
569
2.30 IPS |
|
Pose Estimation (F16)
|
100% |
2006
8.12 IPS |
|
Pose Estimation (I8)
|
80% |
26021
105.3 IPS |
|
Object Detection (F32)
|
100% |
900
31.6 IPS |
|
Object Detection (F16)
|
100% |
1212
42.5 IPS |
|
Object Detection (I8)
|
56% |
1804
63.3 IPS |
|
Face Detection (F32)
|
100% |
640
7.36 IPS |
|
Face Detection (F16)
|
100% |
653
7.51 IPS |
|
Face Detection (I8)
|
76% |
22809
262.0 IPS |
|
Text Classification (F32)
|
100% |
10
4.13 IPS |
|
Text Classification (F16)
|
46% |
10
4.11 IPS |
|
Machine Translation (F32)
|
100% |
741
114.3 IPS |
|
Machine Translation (F16)
|
100% |
766
118.1 IPS |