Upload Date | November 18 2024 08:49 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% |
6596
1.23 KIPS |
|
Image Segmentation (SP)
|
100% |
168
2.73 IPS |
|
Image Segmentation (HP)
|
100% |
170
2.75 IPS |
|
Image Segmentation (Q)
|
98% |
6213
101.0 IPS |
|
Pose Estimation (SP)
|
100% |
228
0.27 IPS |
|
Pose Estimation (HP)
|
100% |
229
0.27 IPS |
|
Pose Estimation (Q)
|
94% |
42320
49.6 IPS |
|
Object Detection (SP)
|
100% |
125
9.89 IPS |
|
Object Detection (HP)
|
100% |
125
9.95 IPS |
|
Object Detection (Q)
|
88% |
3435
275.2 IPS |
|
Face Detection (SP)
|
100% |
319
3.79 IPS |
|
Face Detection (HP)
|
100% |
322
3.82 IPS |
|
Face Detection (Q)
|
97% |
17556
209.3 IPS |
|
Depth Estimation (SP)
|
100% |
276
2.13 IPS |
|
Depth Estimation (HP)
|
99% |
277
2.13 IPS |
|
Depth Estimation (Q)
|
64% |
18347
168.9 IPS |
|
Style Transfer (SP)
|
100% |
477
0.61 IPS |
|
Style Transfer (HP)
|
100% |
477
0.61 IPS |
|
Style Transfer (Q)
|
98% |
69919
90.2 IPS |
|
Image Super-Resolution (SP)
|
100% |
137
5.05 IPS |
|
Image Super-Resolution (HP)
|
100% |
137
5.06 IPS |
|
Image Super-Resolution (Q)
|
97% |
20073
743.8 IPS |
|
Text Classification (SP)
|
100% |
189
252.1 IPS |
|
Text Classification (HP)
|
100% |
189
251.8 IPS |
|
Text Classification (Q)
|
94% |
1892
2.54 KIPS |
|
Machine Translation (SP)
|
100% |
305
5.26 IPS |
|
Machine Translation (HP)
|
100% |
307
5.28 IPS |
|
Machine Translation (Q)
|
37% |
114
11.5 IPS |