| User | TechnoCat | 
| Upload Date | November 12 2024 07:31 PM | 
| Views | 19 | 
| AI Information | |
|---|---|
| Framework | ONNX | 
| Backend | QNN | 
| Device | Snapdragon(R) X Plus - X1P64100 - Qualcomm(R) Oryon(TM) CPU | 
| System Information | |
|---|---|
| Operating System | Microsoft Windows 11 Pro (64-bit) | 
| Model | Dell Inc. Latitude 7455 | 
| Motherboard | Dell Inc. 0NG0W1 | 
| Power Plan | Balanced | 
| CPU Information | |
|---|---|
| Name | Snapdragon(R) X Plus - X1P64100 - Qualcomm(R) Oryon(TM) CPU | 
| 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% | 723 134.4 IPS | |
| Image Classification (HP) | 100% | 11001 2.05 KIPS | |
| Image Classification (Q) | 99% | 17355 3.24 KIPS | |
| Image Segmentation (SP) | 100% | 838 13.6 IPS | |
| Image Segmentation (HP) | 100% | 7507 121.7 IPS | |
| Image Segmentation (Q) | 98% | 9120 148.3 IPS | |
| Pose Estimation (SP) | 100% | 5963 6.96 IPS | |
| Pose Estimation (HP) | 100% | 70307 82.0 IPS | |
| Pose Estimation (Q) | 95% | 237994 279.0 IPS | |
| Object Detection (SP) | 100% | 901 71.5 IPS | |
| Object Detection (HP) | 100% | 10640 844.0 IPS | |
| Object Detection (Q) | 82% | 15455 1.25 KIPS | |
| Face Detection (SP) | 100% | 1876 22.3 IPS | |
| Face Detection (HP) | 100% | 22534 267.8 IPS | |
| Face Detection (Q) | 97% | 44885 535.2 IPS | |
| Depth Estimation (SP) | 100% | 2575 19.8 IPS | |
| Depth Estimation (HP) | 99% | 41388 318.9 IPS | |
| Depth Estimation (Q) | 74% | 84146 683.8 IPS | |
| Style Transfer (SP) | 100% | 14715 18.9 IPS | |
| Style Transfer (HP) | 23% | 2762 95.1 IPS | |
| Style Transfer (Q) | 98% | 184597 238.1 IPS | |
| Image Super-Resolution (SP) | 100% | 2242 82.8 IPS | |
| Image Super-Resolution (HP) | 100% | 29057 1.07 KIPS | |
| Image Super-Resolution (Q) | 99% | 44287 1.64 KIPS | |
| Text Classification (SP) | 100% | 1547 2.06 KIPS | |
| Text Classification (HP) | 100% | 2087 2.79 KIPS | |
| Text Classification (Q) | 95% | 3589 4.81 KIPS | |
| Machine Translation (SP) | 100% | 2180 37.6 IPS | |
| Machine Translation (HP) | 100% | 2808 48.4 IPS | |
| Machine Translation (Q) | 37% | 389 37.9 IPS |