Upload Date | December 28 2024 11:45 AM |
Views | 2 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device | ARM ARMv8 |
System Information | |
---|---|
Operating System | Android 14 |
Model | samsung SM-X820 |
Model ID | samsung SM-X820 |
Motherboard | gts10pwifi |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 0 part 3458 revision 1 |
Base Frequency | 2.00 GHz |
Cluster 1 | 4 Cores @ 2.00 GHz |
Cluster 2 | 3 Cores @ 2.85 GHz |
Cluster 3 | 1 Core @ 3.40 GHz |
Memory Information | |
---|---|
Size | 11.26 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
1224
227.6 IPS |
|
Image Classification (HP)
|
100% |
4469
831.2 IPS |
|
Image Classification (Q)
|
99% |
9105
1.70 KIPS |
|
Image Segmentation (SP)
|
100% |
674
10.9 IPS |
|
Image Segmentation (HP)
|
100% |
4188
67.9 IPS |
|
Image Segmentation (Q)
|
98% |
1859
30.2 IPS |
|
Pose Estimation (SP)
|
100% |
9014
10.5 IPS |
|
Pose Estimation (HP)
|
100% |
18319
21.4 IPS |
|
Pose Estimation (Q)
|
95% |
75215
88.2 IPS |
|
Object Detection (SP)
|
100% |
735
58.3 IPS |
|
Object Detection (HP)
|
100% |
4768
378.2 IPS |
|
Object Detection (Q)
|
86% |
5787
465.5 IPS |
|
Face Detection (SP)
|
100% |
3436
40.8 IPS |
|
Face Detection (HP)
|
100% |
12039
143.0 IPS |
|
Face Detection (Q)
|
97% |
11622
138.6 IPS |
|
Depth Estimation (SP)
|
100% |
958
7.38 IPS |
|
Depth Estimation (HP)
|
99% |
19661
151.5 IPS |
|
Depth Estimation (Q)
|
62% |
33059
313.9 IPS |
|
Style Transfer (SP)
|
100% |
2621
3.37 IPS |
|
Style Transfer (HP)
|
100% |
692
0.89 IPS |
|
Style Transfer (Q)
|
30% |
402
6.06 IPS |
|
Image Super-Resolution (SP)
|
100% |
2987
110.3 IPS |
|
Image Super-Resolution (HP)
|
100% |
11034
407.4 IPS |
|
Image Super-Resolution (Q)
|
41% |
8147
1.19 KIPS |
|
Text Classification (SP)
|
100% |
133
177.9 IPS |
|
Text Classification (HP)
|
97% |
2162
2.90 KIPS |
|
Text Classification (Q)
|
73% |
2090
2.96 KIPS |
|
Machine Translation (SP)
|
100% |
390
6.72 IPS |
|
Machine Translation (HP)
|
100% |
2155
37.1 IPS |
|
Machine Translation (Q)
|
60% |
429
9.66 IPS |