| User | Alex_TOPMAN | 
| Upload Date | September 15 2024 04:09 PM | 
| Views | 19 | 
| AI Information | |
|---|---|
| Framework | ONNX | 
| Backend | DirectML | 
| Device | NVIDIA GeForce RTX 4090 | 
| System Information | |
|---|---|
| Operating System | Windows 11 Pro (64-bit) | 
| Model | ASUS System Product Name | 
| Motherboard | ASUSTeK COMPUTER INC. ROG MAXIMUS Z790 APEX | 
| CPU Information | |
|---|---|
| Name | Intel Core i9-14900KF | 
| Topology | 1 Processor, 24 Cores, 32 Threads | 
| Identifier | GenuineIntel Family 6 Model 183 Stepping 1 | 
| Base Frequency | 3.20 GHz | 
| Cluster 1 | 8 Cores | 
| Cluster 2 | 16 Cores | 
| Memory Information | |
|---|---|
| Size | 32.00 GB | 
| Workload | Accuracy | Score | |
|---|---|---|---|
| Image Classification (SP) | 100% | 14174 2.64 KIPS | |
| Image Classification (HP) | 99% | 18352 3.42 KIPS | |
| Image Classification (Q) | 100% | 11982 2.23 KIPS | |
| Image Segmentation (SP) | 100% | 23870 386.9 IPS | |
| Image Segmentation (HP) | 100% | 28532 462.5 IPS | |
| Image Segmentation (Q) | 98% | 21696 352.8 IPS | |
| Pose Estimation (SP) | 100% | 347111 405.0 IPS | |
| Pose Estimation (HP) | 100% | 573576 669.3 IPS | |
| Pose Estimation (Q) | 97% | 298924 350.0 IPS | |
| Object Detection (SP) | 100% | 19372 1.54 KIPS | |
| Object Detection (HP) | 100% | 24705 1.96 KIPS | |
| Object Detection (Q) | 89% | 15506 1.24 KIPS | |
| Face Detection (SP) | 100% | 50070 594.9 IPS | |
| Face Detection (HP) | 100% | 60145 714.7 IPS | |
| Face Detection (Q) | 97% | 42160 502.7 IPS | |
| Depth Estimation (SP) | 100% | 97996 755.0 IPS | |
| Depth Estimation (HP) | 99% | 160537 1.24 KIPS | |
| Depth Estimation (Q) | 76% | 71417 574.5 IPS | |
| Style Transfer (SP) | 100% | 626969 806.0 IPS | |
| Style Transfer (HP) | 100% | 1149106 1.48 KIPS | |
| Style Transfer (Q) | 98% | 532971 687.3 IPS | |
| Image Super-Resolution (SP) | 100% | 68275 2.52 KIPS | |
| Image Super-Resolution (HP) | 100% | 90732 3.35 KIPS | |
| Image Super-Resolution (Q) | 99% | 49452 1.83 KIPS | |
| Text Classification (SP) | 100% | 4094 5.46 KIPS | |
| Text Classification (HP) | 99% | 5086 6.79 KIPS | |
| Text Classification (Q) | 97% | 2471 3.31 KIPS | |
| Machine Translation (SP) | 100% | 5737 98.8 IPS | |
| Machine Translation (HP) | 100% | 5645 97.2 IPS | |
| Machine Translation (Q) | 60% | 2386 53.2 IPS |