| User | Vaitek | 
| Upload Date | August 18 2024 07:13 AM | 
| Views | 7 | 
| AI Information | |
|---|---|
| Framework | TensorFlow Lite | 
| Backend | CPU | 
| Device | Qualcomm Qualcomm | 
| System Information | |
|---|---|
| Operating System | Android 13 | 
| Model | realme RMX3081 | 
| Model ID | realme RMX3081 | 
| Motherboard | atoll | 
| Governor | schedutil | 
| CPU Information | |
|---|---|
| Name | Qualcomm Qualcomm | 
| Topology | 1 Processor, 8 Cores | 
| Identifier | ARM implementer 81 architecture 8 variant 15 part 2052 revision 15 | 
| Base Frequency | 1.80 GHz | 
| Cluster 1 | 6 Cores @ 1.80 GHz | 
| Cluster 2 | 2 Cores @ 2.32 GHz | 
| Memory Information | |
|---|---|
| Size | 5.34 GB | 
| Workload | Accuracy | Score | |
|---|---|---|---|
| 
Image Classification (SP)
 | 
100% | 
237
 44.1 IPS  | 
|
| 
Image Classification (HP)
 | 
100% | 
238
 44.3 IPS  | 
|
| 
Image Classification (Q)
 | 
100% | 
698
 129.9 IPS  | 
|
| 
Image Segmentation (SP)
 | 
100% | 
294
 4.77 IPS  | 
|
| 
Image Segmentation (HP)
 | 
100% | 
294
 4.76 IPS  | 
|
| 
Image Segmentation (Q)
 | 
98% | 
751
 12.2 IPS  | 
|
| 
Pose Estimation (SP)
 | 
100% | 
1137
 1.33 IPS  | 
|
| 
Pose Estimation (HP)
 | 
100% | 
1134
 1.32 IPS  | 
|
| 
Pose Estimation (Q)
 | 
84% | 
1713
 2.03 IPS  | 
|
| 
Object Detection (SP)
 | 
100% | 
237
 18.8 IPS  | 
|
| 
Object Detection (HP)
 | 
100% | 
238
 18.9 IPS  | 
|
| 
Object Detection (Q)
 | 
87% | 
701
 56.3 IPS  | 
|
| 
Face Detection (SP)
 | 
100% | 
709
 8.42 IPS  | 
|
| 
Face Detection (HP)
 | 
100% | 
706
 8.39 IPS  | 
|
| 
Face Detection (Q)
 | 
95% | 
1572
 18.8 IPS  | 
|
| 
Depth Estimation (SP)
 | 
100% | 
944
 7.28 IPS  | 
|
| 
Depth Estimation (HP)
 | 
100% | 
943
 7.26 IPS  | 
|
| 
Depth Estimation (Q)
 | 
75% | 
1794
 14.5 IPS  | 
|
| 
Style Transfer (SP)
 | 
89% | 
1847
 2.40 IPS  | 
|
| 
Style Transfer (HP)
 | 
89% | 
1905
 2.47 IPS  | 
|
| 
Style Transfer (Q)
 | 
98% | 
3917
 5.05 IPS  | 
|
| 
Image Super-Resolution (SP)
 | 
100% | 
490
 18.1 IPS  | 
|
| 
Image Super-Resolution (HP)
 | 
100% | 
490
 18.1 IPS  | 
|
| 
Image Super-Resolution (Q)
 | 
97% | 
965
 35.8 IPS  | 
|
| 
Text Classification (SP)
 | 
100% | 
282
 376.9 IPS  | 
|
| 
Text Classification (HP)
 | 
100% | 
280
 373.9 IPS  | 
|
| 
Text Classification (Q)
 | 
88% | 
524
 706.1 IPS  | 
|
| 
Machine Translation (SP)
 | 
100% | 
481
 8.28 IPS  | 
|
| 
Machine Translation (HP)
 | 
100% | 
476
 8.20 IPS  | 
|
| 
Machine Translation (Q)
 | 
50% | 
340
 12.1 IPS  |