| User | RolandFromHolland85 | 
| Upload Date | August 20 2024 12:14 AM | 
| Views | 12 | 
| AI Information | |
|---|---|
| Framework | TensorFlow Lite | 
| Backend | NNAPI | 
| 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% | 189 35.2 IPS | |
| Image Classification (HP) | 100% | 244 45.3 IPS | |
| Image Classification (Q) | 97% | 584 109.0 IPS | |
| Image Segmentation (SP) | 100% | 237 3.84 IPS | |
| Image Segmentation (HP) | 100% | 155 2.51 IPS | |
| Image Segmentation (Q) | 98% | 755 12.3 IPS | |
| Pose Estimation (SP) | 100% | 535 0.62 IPS | |
| Pose Estimation (HP) | 100% | 1235 1.44 IPS | |
| Pose Estimation (Q) | 96% | 4337 5.08 IPS | |
| Object Detection (SP) | 100% | 178 14.1 IPS | |
| Object Detection (HP) | 100% | 115 9.10 IPS | |
| Object Detection (Q) | 89% | 630 50.4 IPS | |
| Face Detection (SP) | 100% | 363 4.31 IPS | |
| Face Detection (HP) | 100% | 283 3.36 IPS | |
| Face Detection (Q) | 97% | 1687 20.1 IPS | |
| Depth Estimation (SP) | 99% | 333 2.57 IPS | |
| Depth Estimation (HP) | 100% | 244 1.88 IPS | |
| Depth Estimation (Q) | 79% | 3259 25.9 IPS | |
| Style Transfer (SP) | 100% | 554 0.71 IPS | |
| Style Transfer (HP) | 100% | 408 0.52 IPS | |
| Style Transfer (Q) | 98% | 2586 3.33 IPS | |
| Image Super-Resolution (SP) | 100% | 310 11.5 IPS | |
| Image Super-Resolution (HP) | 100% | 579 21.4 IPS | |
| Image Super-Resolution (Q) | 97% | 1960 72.6 IPS | |
| Text Classification (SP) | 71% | 3 4.60 IPS | |
| Text Classification (HP) | 100% | 161 214.5 IPS | |
| Text Classification (Q) | 93% | 112 150.5 IPS | |
| Machine Translation (SP) | 100% | 99 1.71 IPS | |
| Machine Translation (HP) | 100% | 268 4.62 IPS | |
| Machine Translation (Q) | 54% | 149 4.20 IPS |