| User | Betancd | 
| Upload Date | April 04 2025 11:40 PM | 
| Views | 15 | 
| 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% | 626 116.4 IPS | |
| Image Classification (HP) | 100% | 10218 1.90 KIPS | |
| Image Classification (Q) | 99% | 16559 3.09 KIPS | |
| Image Segmentation (SP) | 100% | 543 8.81 IPS | |
| Image Segmentation (HP) | 100% | 8087 131.1 IPS | |
| Image Segmentation (Q) | 98% | 16835 273.8 IPS | |
| Pose Estimation (SP) | 100% | 4691 5.47 IPS | |
| Pose Estimation (HP) | 100% | 70195 81.9 IPS | |
| Pose Estimation (Q) | 95% | 234719 275.1 IPS | |
| Object Detection (SP) | 100% | 513 40.7 IPS | |
| Object Detection (HP) | 100% | 11123 882.3 IPS | |
| Object Detection (Q) | 92% | 18333 1.46 KIPS | |
| Face Detection (SP) | 100% | 1578 18.7 IPS | |
| Face Detection (HP) | 100% | 22891 272.0 IPS | |
| Face Detection (Q) | 97% | 52293 623.6 IPS | |
| Depth Estimation (SP) | 100% | 2399 18.5 IPS | |
| Depth Estimation (HP) | 99% | 42375 326.5 IPS | |
| Depth Estimation (Q) | 78% | 102309 816.6 IPS | |
| Style Transfer (SP) | 100% | 13833 17.8 IPS | |
| Style Transfer (HP) | 98% | 57682 74.4 IPS | |
| Style Transfer (Q) | 98% | 255158 329.0 IPS | |
| Image Super-Resolution (SP) | 100% | 2236 82.6 IPS | |
| Image Super-Resolution (HP) | 100% | 28735 1.06 KIPS | |
| Image Super-Resolution (Q) | 99% | 59317 2.19 KIPS | |
| Text Classification (SP) | 100% | 1369 1.83 KIPS | |
| Text Classification (HP) | 100% | 2336 3.12 KIPS | |
| Text Classification (Q) | 95% | 3590 4.81 KIPS | |
| Machine Translation (SP) | 100% | 2396 41.3 IPS | |
| Machine Translation (HP) | 100% | 3847 66.3 IPS | |
| Machine Translation (Q) | 67% | 5672 110.4 IPS |