| User | mengjou | 
| Upload Date | July 25 2025 07:15 AM | 
| Views | 15 | 
| AI Information | |
|---|---|
| Framework | ONNX | 
| Backend | CPU | 
| 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 12.5 IPS | |
| Image Classification (HP) | 100% | 119 22.1 IPS | |
| Image Classification (Q) | 99% | 233 43.4 IPS | |
| Image Segmentation (SP) | 100% | 136 2.20 IPS | |
| Image Segmentation (HP) | 100% | 231 3.74 IPS | |
| Image Segmentation (Q) | 98% | 297 4.83 IPS | |
| Pose Estimation (SP) | 100% | 742 0.87 IPS | |
| Pose Estimation (HP) | 100% | 992 1.16 IPS | |
| Pose Estimation (Q) | 94% | 1856 2.18 IPS | |
| Object Detection (SP) | 100% | 78 6.22 IPS | |
| Object Detection (HP) | 99% | 145 11.6 IPS | |
| Object Detection (Q) | 86% | 306 24.6 IPS | |
| Face Detection (SP) | 100% | 222 2.63 IPS | |
| Face Detection (HP) | 100% | 444 5.27 IPS | |
| Face Detection (Q) | 97% | 650 7.75 IPS | |
| Depth Estimation (SP) | 100% | 251 1.94 IPS | |
| Depth Estimation (HP) | 98% | 355 2.74 IPS | |
| Depth Estimation (Q) | 79% | 672 5.34 IPS | |
| Style Transfer (SP) | 100% | 1773 2.28 IPS | |
| Style Transfer (HP) | 100% | 2160 2.78 IPS | |
| Style Transfer (Q) | 98% | 18768 24.2 IPS | |
| Image Super-Resolution (SP) | 100% | 1461 54.0 IPS | |
| Image Super-Resolution (HP) | 100% | 1301 48.0 IPS | |
| Image Super-Resolution (Q) | 99% | 2904 107.5 IPS | |
| Text Classification (SP) | 100% | 1287 1.72 KIPS | |
| Text Classification (HP) | 100% | 543 724.4 IPS | |
| Text Classification (Q) | 97% | 1157 1.55 KIPS | |
| Machine Translation (SP) | 100% | 1489 25.6 IPS | |
| Machine Translation (HP) | 99% | 2133 36.8 IPS | |
| Machine Translation (Q) | 65% | 3046 61.2 IPS |