Upload Date | January 10 2025 04:54 PM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | QNN |
Device | Qualcomm Snapdragon 778G |
System Information | |
---|---|
Operating System | Android 14 |
Model | Samsung Galaxy A52S 5G |
Model ID | samsung SM-A528B |
Motherboard | lahaina |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM ARMv8 |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3393 revision 1 |
Base Frequency | 1.80 GHz |
Cluster 1 | 4 Cores @ 1.80 GHz |
Cluster 2 | 4 Cores @ 2.40 GHz |
Memory Information | |
---|---|
Size | 7.19 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
125
23.3 IPS |
|
Image Classification (HP)
|
100% |
126
23.4 IPS |
|
Image Classification (Q)
|
99% |
7325
1.37 KIPS |
|
Image Segmentation (SP)
|
100% |
169
2.73 IPS |
|
Image Segmentation (HP)
|
100% |
170
2.75 IPS |
|
Image Segmentation (Q)
|
98% |
5435
88.4 IPS |
|
Pose Estimation (SP)
|
100% |
228
0.27 IPS |
|
Pose Estimation (HP)
|
100% |
228
0.27 IPS |
|
Pose Estimation (Q)
|
94% |
42824
50.2 IPS |
|
Object Detection (SP)
|
100% |
125
9.88 IPS |
|
Object Detection (HP)
|
100% |
125
9.93 IPS |
|
Object Detection (Q)
|
88% |
4413
353.5 IPS |
|
Face Detection (SP)
|
100% |
318
3.78 IPS |
|
Face Detection (HP)
|
100% |
321
3.81 IPS |
|
Face Detection (Q)
|
97% |
18263
217.8 IPS |
|
Depth Estimation (SP)
|
100% |
276
2.12 IPS |
|
Depth Estimation (HP)
|
99% |
277
2.13 IPS |
|
Depth Estimation (Q)
|
64% |
19068
175.5 IPS |
|
Style Transfer (SP)
|
100% |
476
0.61 IPS |
|
Style Transfer (HP)
|
100% |
474
0.61 IPS |
|
Style Transfer (Q)
|
98% |
82971
107.0 IPS |
|
Image Super-Resolution (SP)
|
100% |
136
5.03 IPS |
|
Image Super-Resolution (HP)
|
100% |
136
5.03 IPS |
|
Image Super-Resolution (Q)
|
97% |
20756
769.1 IPS |
|
Text Classification (SP)
|
100% |
188
251.5 IPS |
|
Text Classification (HP)
|
100% |
188
251.5 IPS |
|
Text Classification (Q)
|
94% |
2349
3.15 KIPS |
|
Machine Translation (SP)
|
100% |
308
5.30 IPS |
|
Machine Translation (HP)
|
100% |
306
5.27 IPS |
|
Machine Translation (Q)
|
50% |
404
14.0 IPS |