Upload Date | December 22 2024 02:45 AM |
Views | 2 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | ARM Qualcomm |
System Information | |
---|---|
Operating System | Android 14 |
Model | samsung SM-A235F |
Model ID | samsung SM-A235F |
Motherboard | bengal |
Governor | schedutil |
CPU Information | |
---|---|
Name | ARM Qualcomm |
Topology | 1 Processor, 8 Cores |
Identifier | ARM implementer 65 architecture 8 variant 1 part 3337 revision 0 |
Base Frequency | 1.90 GHz |
Cluster 1 | 4 Cores @ 1.90 GHz |
Cluster 2 | 4 Cores @ 2.40 GHz |
Memory Information | |
---|---|
Size | 5.45 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
131
24.3 IPS |
|
Image Classification (HP)
|
100% |
130
24.2 IPS |
|
Image Classification (Q)
|
100% |
217
40.3 IPS |
|
Image Segmentation (SP)
|
100% |
151
2.45 IPS |
|
Image Segmentation (HP)
|
100% |
168
2.72 IPS |
|
Image Segmentation (Q)
|
98% |
290
4.72 IPS |
|
Pose Estimation (SP)
|
100% |
640
0.75 IPS |
|
Pose Estimation (HP)
|
100% |
638
0.74 IPS |
|
Pose Estimation (Q)
|
84% |
510
0.60 IPS |
|
Object Detection (SP)
|
100% |
126
9.98 IPS |
|
Object Detection (HP)
|
100% |
126
9.99 IPS |
|
Object Detection (Q)
|
83% |
228
18.5 IPS |
|
Face Detection (SP)
|
100% |
390
4.63 IPS |
|
Face Detection (HP)
|
100% |
388
4.61 IPS |
|
Face Detection (Q)
|
95% |
546
6.52 IPS |
|
Depth Estimation (SP)
|
100% |
545
4.20 IPS |
|
Depth Estimation (HP)
|
99% |
549
4.23 IPS |
|
Depth Estimation (Q)
|
64% |
542
4.96 IPS |
|
Style Transfer (SP)
|
89% |
1086
1.41 IPS |
|
Style Transfer (HP)
|
89% |
1088
1.41 IPS |
|
Style Transfer (Q)
|
98% |
1422
1.83 IPS |
|
Image Super-Resolution (SP)
|
100% |
286
10.5 IPS |
|
Image Super-Resolution (HP)
|
100% |
282
10.4 IPS |
|
Image Super-Resolution (Q)
|
97% |
296
11.0 IPS |
|
Text Classification (SP)
|
100% |
149
199.2 IPS |
|
Text Classification (HP)
|
100% |
147
196.8 IPS |
|
Text Classification (Q)
|
88% |
216
291.0 IPS |
|
Machine Translation (SP)
|
100% |
249
4.28 IPS |
|
Machine Translation (HP)
|
100% |
244
4.20 IPS |
|
Machine Translation (Q)
|
50% |
131
4.65 IPS |