Upload Date | August 25 2024 12:19 PM |
Views | 16 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
Device | Samsung Exynos 1380 |
System Information | |
---|---|
Operating System | Android 14 |
Model | Samsung Galaxy A54 |
Model ID | samsung SM-A546E |
Motherboard | s5e8835 |
Governor | energy_aware |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 1 |
Base Frequency | 2.00 GHz |
Cluster 1 | 4 Cores @ 2.00 GHz |
Cluster 2 | 4 Cores @ 2.40 GHz |
Memory Information | |
---|---|
Size | 7.26 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
91
16.8 IPS |
|
Image Classification (HP)
|
100% |
95
17.7 IPS |
|
Image Classification (Q)
|
97% |
262
48.8 IPS |
|
Image Segmentation (SP)
|
100% |
311
5.04 IPS |
|
Image Segmentation (HP)
|
100% |
447
7.25 IPS |
|
Image Segmentation (Q)
|
98% |
378
6.15 IPS |
|
Pose Estimation (SP)
|
0% |
0
0.10 IPS |
|
Pose Estimation (HP)
|
0% |
0
2.89 IPS |
|
Pose Estimation (Q)
|
98% |
859
1.01 IPS |
|
Object Detection (SP)
|
100% |
126
10.0 IPS |
|
Object Detection (HP)
|
100% |
126
10.0 IPS |
|
Object Detection (Q)
|
89% |
368
29.5 IPS |
|
Face Detection (SP)
|
100% |
326
3.87 IPS |
|
Face Detection (HP)
|
100% |
328
3.90 IPS |
|
Face Detection (Q)
|
97% |
739
8.82 IPS |
|
Depth Estimation (SP)
|
100% |
282
2.17 IPS |
|
Depth Estimation (HP)
|
100% |
279
2.15 IPS |
|
Depth Estimation (Q)
|
73% |
770
6.30 IPS |
|
Style Transfer (SP)
|
100% |
479
0.62 IPS |
|
Style Transfer (HP)
|
100% |
486
0.62 IPS |
|
Style Transfer (Q)
|
98% |
1354
1.75 IPS |
|
Image Super-Resolution (SP)
|
100% |
70
2.58 IPS |
|
Image Super-Resolution (HP)
|
100% |
855
31.6 IPS |
|
Image Super-Resolution (Q)
|
97% |
490
18.1 IPS |
|
Text Classification (SP)
|
100% |
181
241.1 IPS |
|
Text Classification (HP)
|
100% |
181
241.4 IPS |
|
Text Classification (Q)
|
91% |
346
465.5 IPS |
|
Machine Translation (SP)
|
100% |
306
5.27 IPS |
|
Machine Translation (HP)
|
100% |
305
5.26 IPS |
|
Machine Translation (Q)
|
57% |
287
7.03 IPS |