User | andreadandrea |
Upload Date | January 04 2025 12:16 PM |
Views | 3 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | NNAPI |
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 | 5.25 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
99
18.5 IPS |
|
Image Classification (HP)
|
100% |
100
18.6 IPS |
|
Image Classification (Q)
|
99% |
272
50.7 IPS |
|
Image Segmentation (SP)
|
100% |
135
2.19 IPS |
|
Image Segmentation (HP)
|
100% |
136
2.20 IPS |
|
Image Segmentation (Q)
|
98% |
300
4.88 IPS |
|
Pose Estimation (SP)
|
100% |
182
0.21 IPS |
|
Pose Estimation (HP)
|
100% |
181
0.21 IPS |
|
Pose Estimation (Q)
|
98% |
702
0.82 IPS |
|
Object Detection (SP)
|
100% |
99
7.88 IPS |
|
Object Detection (HP)
|
100% |
100
7.90 IPS |
|
Object Detection (Q)
|
87% |
292
23.4 IPS |
|
Face Detection (SP)
|
100% |
259
3.07 IPS |
|
Face Detection (HP)
|
100% |
261
3.10 IPS |
|
Face Detection (Q)
|
97% |
587
7.00 IPS |
|
Depth Estimation (SP)
|
100% |
222
1.71 IPS |
|
Depth Estimation (HP)
|
99% |
223
1.72 IPS |
|
Depth Estimation (Q)
|
64% |
540
4.90 IPS |
|
Style Transfer (SP)
|
100% |
392
0.50 IPS |
|
Style Transfer (HP)
|
100% |
391
0.50 IPS |
|
Style Transfer (Q)
|
98% |
1081
1.39 IPS |
|
Image Super-Resolution (SP)
|
100% |
112
4.12 IPS |
|
Image Super-Resolution (HP)
|
100% |
112
4.13 IPS |
|
Image Super-Resolution (Q)
|
97% |
387
14.3 IPS |
|
Text Classification (SP)
|
100% |
144
192.2 IPS |
|
Text Classification (HP)
|
100% |
145
192.9 IPS |
|
Text Classification (Q)
|
91% |
275
369.9 IPS |
|
Machine Translation (SP)
|
100% |
242
4.17 IPS |
|
Machine Translation (HP)
|
100% |
242
4.16 IPS |
|
Machine Translation (Q)
|
57% |
216
5.29 IPS |