| User | oldnick | 
| Upload Date | February 02 2025 08:37 AM | 
| Views | 14 | 
| AI Information | |
|---|---|
| Framework | ONNX | 
| Backend | QNN | 
| Device | Snapdragon(R) X 12-core X1E80100 @ 3.40 GHz | 
| System Information | |
|---|---|
| Operating System | Microsoft Windows 11 Pro (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 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% | 720 133.9 IPS | |
| Image Classification (HP) | 100% | 10520 1.96 KIPS | |
| Image Classification (Q) | 99% | 16367 3.05 KIPS | |
| Image Segmentation (SP) | 100% | 844 13.7 IPS | |
| Image Segmentation (HP) | 100% | 7452 120.8 IPS | |
| Image Segmentation (Q) | 98% | 9531 155.0 IPS | |
| Pose Estimation (SP) | 100% | 6108 7.13 IPS | |
| Pose Estimation (HP) | 100% | 70237 82.0 IPS | |
| Pose Estimation (Q) | 95% | 238370 279.4 IPS | |
| Object Detection (SP) | 100% | 846 67.1 IPS | |
| Object Detection (HP) | 100% | 10871 862.3 IPS | |
| Object Detection (Q) | 92% | 13074 1.04 KIPS | |
| Face Detection (SP) | 100% | 1799 21.4 IPS | |
| Face Detection (HP) | 100% | 22374 265.9 IPS | |
| Face Detection (Q) | 97% | 45463 542.1 IPS | |
| Depth Estimation (SP) | 100% | 2423 18.7 IPS | |
| Depth Estimation (HP) | 99% | 41767 321.8 IPS | |
| Depth Estimation (Q) | 77% | 99608 799.2 IPS | |
| Style Transfer (SP) | 100% | 14621 18.8 IPS | |
| Style Transfer (HP) | 98% | 57303 73.9 IPS | |
| Style Transfer (Q) | 98% | 210429 271.3 IPS | |
| Image Super-Resolution (SP) | 100% | 2260 83.4 IPS | |
| Image Super-Resolution (HP) | 100% | 28662 1.06 KIPS | |
| Image Super-Resolution (Q) | 99% | 39072 1.45 KIPS | |
| Text Classification (SP) | 100% | 1471 1.96 KIPS | |
| Text Classification (HP) | 100% | 2312 3.09 KIPS | |
| Text Classification (Q) | 95% | 3645 4.89 KIPS | |
| Machine Translation (SP) | 100% | 2101 36.2 IPS | |
| Machine Translation (HP) | 100% | 3333 57.4 IPS | |
| Machine Translation (Q) | 67% | 2604 50.7 IPS |