| User | sandsaber | 
| Upload Date | June 10 2025 03:40 PM | 
| Views | 9 | 
| AI Information | |
|---|---|
| Framework | ONNX | 
| Backend | QNN | 
| Device | Snapdragon(R) X 12-core X1E80100 @ 3.40 GHz | 
| System Information | |
|---|---|
| Operating System | Microsoft Windows 11 Home (64-bit) | 
| Model | Microsoft Corporation Microsoft Surface Pro, 11th Edition | 
| Motherboard | Microsoft Corporation Microsoft Surface Pro, 11th Edition | 
| Power Plan | Balanced | 
| CPU Information | |
|---|---|
| Name | Snapdragon(R) X 12-core X1E80100 @ 3.40 GHz | 
| Topology | 1 Processor, 12 Cores | 
| Identifier | ARMv8 (64-bit) Family 8 Model 1 Revision 201 | 
| Base Frequency | 3.42 GHz | 
| Cluster 1 | 8 Cores | 
| Cluster 2 | 4 Cores | 
| Memory Information | |
|---|---|
| Size | 16.00 GB | 
| Workload | Accuracy | Score | |
|---|---|---|---|
| Image Classification (SP) | 100% | 168 31.2 IPS | |
| Image Classification (HP) | 100% | 9145 1.70 KIPS | |
| Image Classification (Q) | 99% | 14266 2.66 KIPS | |
| Image Segmentation (SP) | 100% | 255 4.14 IPS | |
| Image Segmentation (HP) | 100% | 7712 125.0 IPS | |
| Image Segmentation (Q) | 98% | 14391 234.0 IPS | |
| Pose Estimation (SP) | 100% | 1526 1.78 IPS | |
| Pose Estimation (HP) | 100% | 70518 82.3 IPS | |
| Pose Estimation (Q) | 95% | 227326 266.5 IPS | |
| Object Detection (SP) | 100% | 139 11.0 IPS | |
| Object Detection (HP) | 100% | 10088 800.2 IPS | |
| Object Detection (Q) | 92% | 16427 1.31 KIPS | |
| Face Detection (SP) | 100% | 1371 16.3 IPS | |
| Face Detection (HP) | 100% | 21729 258.2 IPS | |
| Face Detection (Q) | 97% | 42881 511.3 IPS | |
| Depth Estimation (SP) | 100% | 422 3.25 IPS | |
| Depth Estimation (HP) | 99% | 37154 286.3 IPS | |
| Depth Estimation (Q) | 78% | 92334 737.0 IPS | |
| Style Transfer (SP) | 100% | 2792 3.59 IPS | |
| Style Transfer (HP) | 98% | 56343 72.7 IPS | |
| Style Transfer (Q) | 98% | 223586 288.3 IPS | |
| Image Super-Resolution (SP) | 100% | 268 9.91 IPS | |
| Image Super-Resolution (HP) | 100% | 25057 925.2 IPS | |
| Image Super-Resolution (Q) | 99% | 52906 1.95 KIPS | |
| Text Classification (SP) | 100% | 271 361.6 IPS | |
| Text Classification (HP) | 100% | 1591 2.12 KIPS | |
| Text Classification (Q) | 95% | 3040 4.08 KIPS | |
| Machine Translation (SP) | 100% | 359 6.18 IPS | |
| Machine Translation (HP) | 100% | 2570 44.3 IPS | |
| Machine Translation (Q) | 67% | 4673 90.9 IPS |