Upload Date | December 24 2024 10:26 PM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device | Qualcomm Snapdragon 865 |
System Information | |
---|---|
Operating System | Android 13 |
Model | Samsung Galaxy S20 FE 5G |
Model ID | samsung SM-G781U |
Motherboard | kona |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 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 | 5.50 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
363
67.5 IPS |
|
Image Classification (HP)
|
100% |
629
116.9 IPS |
|
Image Classification (Q)
|
97% |
596
111.3 IPS |
|
Image Segmentation (SP)
|
100% |
386
6.25 IPS |
|
Image Segmentation (HP)
|
100% |
41
0.66 IPS |
|
Image Segmentation (Q)
|
98% |
572
9.29 IPS |
|
Pose Estimation (SP)
|
100% |
1414
1.65 IPS |
|
Pose Estimation (HP)
|
100% |
5231
6.10 IPS |
|
Pose Estimation (Q)
|
97% |
11199
13.1 IPS |
|
Object Detection (SP)
|
100% |
323
25.6 IPS |
|
Object Detection (HP)
|
100% |
35
2.76 IPS |
|
Object Detection (Q)
|
85% |
1227
98.7 IPS |
|
Face Detection (SP)
|
100% |
948
11.3 IPS |
|
Face Detection (HP)
|
100% |
76
0.91 IPS |
|
Face Detection (Q)
|
97% |
3230
38.5 IPS |
|
Depth Estimation (SP)
|
99% |
176
1.35 IPS |
|
Depth Estimation (HP)
|
99% |
81
0.62 IPS |
|
Depth Estimation (Q)
|
22% |
228
52.2 IPS |
|
Style Transfer (SP)
|
100% |
227
0.29 IPS |
|
Style Transfer (HP)
|
100% |
135
0.17 IPS |
|
Style Transfer (Q)
|
98% |
966
1.25 IPS |
|
Image Super-Resolution (SP)
|
100% |
677
25.0 IPS |
|
Image Super-Resolution (HP)
|
100% |
1797
66.3 IPS |
|
Image Super-Resolution (Q)
|
97% |
4856
179.9 IPS |
|
Text Classification (SP)
|
71% |
2
3.37 IPS |
|
Text Classification (HP)
|
100% |
56
74.7 IPS |
|
Text Classification (Q)
|
93% |
87
116.3 IPS |
|
Machine Translation (SP)
|
100% |
74
1.28 IPS |
|
Machine Translation (HP)
|
100% |
91
1.57 IPS |
|
Machine Translation (Q)
|
54% |
66
1.86 IPS |