| User | RolandFromHolland85 | 
| Upload Date | August 18 2024 10:57 PM | 
| Views | 7 | 
| AI Information | |
|---|---|
| Framework | TensorFlow Lite | 
| Backend | CPU | 
| Device | ARM Qualcomm | 
| System Information | |
|---|---|
| Operating System | Android 13 | 
| Model | Fairphone FP4 | 
| Model ID | Fairphone FP4 | 
| Motherboard | FP4 | 
| Governor | schedutil | 
| CPU Information | |
|---|---|
| Name | ARM Qualcomm | 
| Topology | 1 Processor, 8 Cores | 
| Identifier | ARM implementer 65 architecture 8 variant 1 part 3341 revision 0 | 
| Base Frequency | 1.80 GHz | 
| Cluster 1 | 6 Cores @ 1.80 GHz | 
| Cluster 2 | 2 Cores @ 2.21 GHz | 
| Memory Information | |
|---|---|
| Size | 5.36 GB | 
| Workload | Accuracy | Score | |
|---|---|---|---|
| Image Classification (SP) | 100% | 236 43.9 IPS | |
| Image Classification (HP) | 100% | 236 43.8 IPS | |
| Image Classification (Q) | 100% | 696 129.4 IPS | |
| Image Segmentation (SP) | 100% | 298 4.83 IPS | |
| Image Segmentation (HP) | 100% | 299 4.84 IPS | |
| Image Segmentation (Q) | 98% | 771 12.5 IPS | |
| Pose Estimation (SP) | 100% | 1153 1.35 IPS | |
| Pose Estimation (HP) | 100% | 1192 1.39 IPS | |
| Pose Estimation (Q) | 84% | 1731 2.05 IPS | |
| Object Detection (SP) | 100% | 240 19.0 IPS | |
| Object Detection (HP) | 100% | 242 19.2 IPS | |
| Object Detection (Q) | 87% | 715 57.4 IPS | |
| Face Detection (SP) | 100% | 767 9.12 IPS | |
| Face Detection (HP) | 100% | 768 9.12 IPS | |
| Face Detection (Q) | 95% | 1630 19.5 IPS | |
| Depth Estimation (SP) | 100% | 1004 7.74 IPS | |
| Depth Estimation (HP) | 100% | 1015 7.82 IPS | |
| Depth Estimation (Q) | 75% | 1816 14.7 IPS | |
| Style Transfer (SP) | 89% | 1976 2.57 IPS | |
| Style Transfer (HP) | 89% | 1972 2.56 IPS | |
| Style Transfer (Q) | 98% | 4057 5.23 IPS | |
| Image Super-Resolution (SP) | 100% | 533 19.7 IPS | |
| Image Super-Resolution (HP) | 100% | 536 19.8 IPS | |
| Image Super-Resolution (Q) | 97% | 991 36.7 IPS | |
| Text Classification (SP) | 100% | 282 377.0 IPS | |
| Text Classification (HP) | 100% | 277 370.1 IPS | |
| Text Classification (Q) | 88% | 542 731.6 IPS | |
| Machine Translation (SP) | 100% | 487 8.39 IPS | |
| Machine Translation (HP) | 100% | 479 8.25 IPS | |
| Machine Translation (Q) | 50% | 348 12.4 IPS |