Upload Date | October 24 2021 12:50 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 | |
---|---|
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% |
989
105.9 IPS |
|
Image Classification (F16)
|
100% |
1708
183.0 IPS |
|
Image Classification (I8)
|
79% |
4993
535.0 IPS |
|
Image Segmentation (F32)
|
100% |
2411
14.9 IPS |
|
Image Segmentation (F16)
|
71% |
3539
21.9 IPS |
|
Image Segmentation (I8)
|
89% |
10940
67.6 IPS |
|
Pose Estimation (F32)
|
100% |
568
2.30 IPS |
|
Pose Estimation (F16)
|
100% |
1998
8.08 IPS |
|
Pose Estimation (I8)
|
80% |
25452
103.0 IPS |
|
Object Detection (F32)
|
100% |
906
31.8 IPS |
|
Object Detection (F16)
|
100% |
1217
42.7 IPS |
|
Object Detection (I8)
|
56% |
1807
63.4 IPS |
|
Face Detection (F32)
|
100% |
647
7.44 IPS |
|
Face Detection (F16)
|
100% |
655
7.52 IPS |
|
Face Detection (I8)
|
76% |
22556
259.1 IPS |
|
Text Classification (F32)
|
100% |
11
4.18 IPS |
|
Text Classification (F16)
|
46% |
10
4.03 IPS |
|
Machine Translation (F32)
|
100% |
769
118.5 IPS |
|
Machine Translation (F16)
|
100% |
768
118.3 IPS |