| User | vanv101 | 
| Upload Date | November 28 2024 04:42 AM | 
| Views | 6 | 
| AI Information | |
|---|---|
| Framework | ONNX | 
| Backend | CPU | 
| Device | AMD Ryzen 9 5950X | 
| System Information | |
|---|---|
| Operating System | Ubuntu 24.04.1 LTS | 
| Model | Micro-Star International Co., Ltd. MS-7B86 | 
| Motherboard | Micro-Star International Co., Ltd. B550 GAMING GEN3 (MS-7B86) | 
| CPU Information | |
|---|---|
| Name | AMD Ryzen 9 5950X | 
| Topology | 1 Processor, 16 Cores, 32 Threads | 
| Identifier | AuthenticAMD Family 25 Model 33 Stepping 2 | 
| Base Frequency | 5.27 GHz | 
| Cluster 1 | 0 Cores | 
| Memory Information | |
|---|---|
| Size | 46.96 GB | 
| Workload | Accuracy | Score | |
|---|---|---|---|
| 
Image Classification (SP)
 | 
100% | 
1916
 356.2 IPS  | 
|
| 
Image Classification (HP)
 | 
100% | 
213
 39.6 IPS  | 
|
| 
Image Classification (Q)
 | 
93% | 
3800
 710.7 IPS  | 
|
| 
Image Segmentation (SP)
 | 
100% | 
1904
 30.9 IPS  | 
|
| 
Image Segmentation (HP)
 | 
100% | 
349
 5.66 IPS  | 
|
| 
Image Segmentation (Q)
 | 
98% | 
2931
 47.7 IPS  | 
|
| 
Pose Estimation (SP)
 | 
100% | 
11373
 13.3 IPS  | 
|
| 
Pose Estimation (HP)
 | 
100% | 
6905
 8.06 IPS  | 
|
| 
Pose Estimation (Q)
 | 
87% | 
21384
 25.3 IPS  | 
|
| 
Object Detection (SP)
 | 
100% | 
2321
 184.1 IPS  | 
|
| 
Object Detection (HP)
 | 
100% | 
287
 22.8 IPS  | 
|
| 
Object Detection (Q)
 | 
86% | 
2076
 166.9 IPS  | 
|
| 
Face Detection (SP)
 | 
100% | 
2710
 32.2 IPS  | 
|
| 
Face Detection (HP)
 | 
100% | 
430
 5.11 IPS  | 
|
| 
Face Detection (Q)
 | 
96% | 
4996
 59.6 IPS  | 
|
| 
Depth Estimation (SP)
 | 
100% | 
8754
 67.4 IPS  | 
|
| 
Depth Estimation (HP)
 | 
99% | 
1302
 10.0 IPS  | 
|
| 
Depth Estimation (Q)
 | 
77% | 
7667
 61.4 IPS  | 
|
| 
Style Transfer (SP)
 | 
100% | 
23466
 30.2 IPS  | 
|
| 
Style Transfer (HP)
 | 
100% | 
19074
 24.5 IPS  | 
|
| 
Style Transfer (Q)
 | 
87% | 
19579
 25.5 IPS  | 
|
| 
Image Super-Resolution (SP)
 | 
100% | 
3138
 115.9 IPS  | 
|
| 
Image Super-Resolution (HP)
 | 
100% | 
1562
 57.7 IPS  | 
|
| 
Image Super-Resolution (Q)
 | 
97% | 
3094
 114.6 IPS  | 
|
| 
Text Classification (SP)
 | 
100% | 
1405
 1.88 KIPS  | 
|
| 
Text Classification (HP)
 | 
100% | 
458
 611.6 IPS  | 
|
| 
Text Classification (Q)
 | 
97% | 
1518
 2.03 KIPS  | 
|
| 
Machine Translation (SP)
 | 
100% | 
2544
 43.8 IPS  | 
|
| 
Machine Translation (HP)
 | 
100% | 
598
 10.3 IPS  | 
|
| 
Machine Translation (Q)
 | 
60% | 
3180
 70.9 IPS  |