| User | mengjou | 
| Upload Date | August 03 2025 04:19 AM | 
| Views | 8 | 
| 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% | 67 12.4 IPS | |
| Image Classification (HP) | 100% | 9037 1.68 KIPS | |
| Image Classification (Q) | 99% | 15355 2.86 KIPS | |
| Image Segmentation (SP) | 100% | 122 1.97 IPS | |
| Image Segmentation (HP) | 100% | 7785 126.2 IPS | |
| Image Segmentation (Q) | 98% | 15974 259.8 IPS | |
| Pose Estimation (SP) | 100% | 713 0.83 IPS | |
| Pose Estimation (HP) | 100% | 70092 81.8 IPS | |
| Pose Estimation (Q) | 95% | 232855 272.9 IPS | |
| Object Detection (SP) | 100% | 78 6.16 IPS | |
| Object Detection (HP) | 100% | 10365 822.2 IPS | |
| Object Detection (Q) | 92% | 18126 1.45 KIPS | |
| Face Detection (SP) | 100% | 219 2.61 IPS | |
| Face Detection (HP) | 100% | 22672 269.4 IPS | |
| Face Detection (Q) | 97% | 52163 622.0 IPS | |
| Depth Estimation (SP) | 100% | 254 1.96 IPS | |
| Depth Estimation (HP) | 99% | 40084 308.8 IPS | |
| Depth Estimation (Q) | 78% | 94469 754.0 IPS | |
| Style Transfer (SP) | 100% | 1807 2.32 IPS | |
| Style Transfer (HP) | 98% | 56591 73.0 IPS | |
| Style Transfer (Q) | 98% | 245325 316.3 IPS | |
| Image Super-Resolution (SP) | 100% | 174 6.41 IPS | |
| Image Super-Resolution (HP) | 100% | 27601 1.02 KIPS | |
| Image Super-Resolution (Q) | 99% | 54902 2.03 KIPS | |
| Text Classification (SP) | 100% | 100 133.6 IPS | |
| Text Classification (HP) | 100% | 2002 2.67 KIPS | |
| Text Classification (Q) | 95% | 3177 4.26 KIPS | |
| Machine Translation (SP) | 100% | 197 3.39 IPS | |
| Machine Translation (HP) | 100% | 3420 58.9 IPS | |
| Machine Translation (Q) | 67% | 4857 94.5 IPS |