| User | MrFox | 
| Upload Date | December 10 2024 06:43 AM | 
| Views | 33 | 
| AI Information | |
|---|---|
| Framework | ONNX | 
| Backend | DirectML | 
| Device | NVIDIA GeForce RTX 4090 | 
| System Information | |
|---|---|
| Operating System | Microsoft Windows 10 Pro (64-bit) | 
| Model | Micro-Star International Co., Ltd. MS-7E49 | 
| Motherboard | Micro-Star International Co., Ltd. MPG X870E CARBON WIFI (MS-7E49) | 
| Power Plan | Bitsum Highest Performance | 
| CPU Information | |
|---|---|
| Name | AMD Ryzen 9 9950X 16-Core Processor | 
| Topology | 1 Processor, 16 Cores, 32 Threads | 
| Identifier | AuthenticAMD Family 26 Model 68 Stepping 0 | 
| Base Frequency | 5.50 GHz | 
| Cluster 1 | 16 Cores | 
| Memory Information | |
|---|---|
| Size | 32.00 GB | 
| Workload | Accuracy | Score | |
|---|---|---|---|
| Image Classification (SP) | 100% | 14939 2.78 KIPS | |
| Image Classification (HP) | 99% | 20153 3.76 KIPS | |
| Image Classification (Q) | 100% | 12694 2.36 KIPS | |
| Image Segmentation (SP) | 100% | 24247 393.1 IPS | |
| Image Segmentation (HP) | 100% | 30710 497.8 IPS | |
| Image Segmentation (Q) | 98% | 23191 377.1 IPS | |
| Pose Estimation (SP) | 100% | 305632 356.6 IPS | |
| Pose Estimation (HP) | 100% | 579107 675.7 IPS | |
| Pose Estimation (Q) | 96% | 263999 309.3 IPS | |
| Object Detection (SP) | 100% | 21432 1.70 KIPS | |
| Object Detection (HP) | 100% | 28998 2.30 KIPS | |
| Object Detection (Q) | 86% | 17683 1.42 KIPS | |
| Face Detection (SP) | 100% | 60657 720.7 IPS | |
| Face Detection (HP) | 100% | 78488 932.6 IPS | |
| Face Detection (Q) | 97% | 51181 610.2 IPS | |
| Depth Estimation (SP) | 100% | 100464 774.0 IPS | |
| Depth Estimation (HP) | 99% | 174502 1.34 KIPS | |
| Depth Estimation (Q) | 77% | 73711 589.5 IPS | |
| Style Transfer (SP) | 100% | 584715 751.7 IPS | |
| Style Transfer (HP) | 100% | 1172082 1.51 KIPS | |
| Style Transfer (Q) | 98% | 500121 644.9 IPS | |
| Image Super-Resolution (SP) | 100% | 64286 2.37 KIPS | |
| Image Super-Resolution (HP) | 100% | 86291 3.19 KIPS | |
| Image Super-Resolution (Q) | 99% | 46588 1.73 KIPS | |
| Text Classification (SP) | 100% | 3736 4.99 KIPS | |
| Text Classification (HP) | 99% | 4580 6.11 KIPS | |
| Text Classification (Q) | 97% | 2223 2.98 KIPS | |
| Machine Translation (SP) | 100% | 5734 98.8 IPS | |
| Machine Translation (HP) | 100% | 5679 97.8 IPS | |
| Machine Translation (Q) | 70% | 2683 50.3 IPS |