| User | mengjou | 
| Upload Date | August 22 2025 08:26 AM | 
| Views | 6 | 
| AI Information | |
|---|---|
| Framework | ONNX | 
| Backend | QNN | 
| Device | Snapdragon(R) X 10-core X1P64100 @ 3.40 GHz | 
| System Information | |
|---|---|
| Operating System | Microsoft Windows 11 Home (64-bit) | 
| Model | Microsoft Corporation Microsoft Surface Laptop, 7th Edition | 
| Motherboard | Microsoft Corporation Microsoft Surface Laptop, 7th Edition | 
| Power Plan | Balanced | 
| CPU Information | |
|---|---|
| Name | Snapdragon(R) X 10-core X1P64100 @ 3.40 GHz | 
| Topology | 1 Processor, 10 Cores | 
| Identifier | ARMv8 (64-bit) Family 8 Model 1 Revision 201 | 
| Base Frequency | 3.42 GHz | 
| Cluster 1 | 6 Cores | 
| Cluster 2 | 4 Cores | 
| Memory Information | |
|---|---|
| Size | 16.00 GB | 
| Workload | Accuracy | Score | |
|---|---|---|---|
| Image Classification (SP) | 100% | 62 11.5 IPS | |
| Image Classification (HP) | 100% | 8656 1.61 KIPS | |
| Image Classification (Q) | 99% | 13928 2.60 KIPS | |
| Image Segmentation (SP) | 100% | 124 2.01 IPS | |
| Image Segmentation (HP) | 100% | 7722 125.2 IPS | |
| Image Segmentation (Q) | 98% | 15818 257.2 IPS | |
| Pose Estimation (SP) | 100% | 669 0.78 IPS | |
| Pose Estimation (HP) | 100% | 68906 80.4 IPS | |
| Pose Estimation (Q) | 95% | 232181 272.1 IPS | |
| Object Detection (SP) | 100% | 73 5.79 IPS | |
| Object Detection (HP) | 100% | 9864 782.4 IPS | |
| Object Detection (Q) | 92% | 16377 1.31 KIPS | |
| Face Detection (SP) | 100% | 205 2.43 IPS | |
| Face Detection (HP) | 100% | 21198 251.9 IPS | |
| Face Detection (Q) | 97% | 47572 567.3 IPS | |
| Depth Estimation (SP) | 100% | 247 1.91 IPS | |
| Depth Estimation (HP) | 99% | 39497 304.3 IPS | |
| Depth Estimation (Q) | 78% | 90336 721.0 IPS | |
| Style Transfer (SP) | 100% | 1639 2.11 IPS | |
| Style Transfer (HP) | 98% | 56224 72.5 IPS | |
| Style Transfer (Q) | 98% | 240877 310.6 IPS | |
| Image Super-Resolution (SP) | 100% | 141 5.22 IPS | |
| Image Super-Resolution (HP) | 100% | 25277 933.4 IPS | |
| Image Super-Resolution (Q) | 99% | 52881 1.95 KIPS | |
| Text Classification (SP) | 100% | 95 126.3 IPS | |
| Text Classification (HP) | 100% | 1792 2.39 KIPS | |
| Text Classification (Q) | 95% | 2716 3.64 KIPS | |
| Machine Translation (SP) | 100% | 173 2.98 IPS | |
| Machine Translation (HP) | 100% | 3241 55.8 IPS | |
| Machine Translation (Q) | 67% | 4453 86.7 IPS |