| User | p4block |
| Upload Date | August 15 2024 09:00 PM |
| Views | 6 |
| AI Information | |
|---|---|
| Framework | TensorFlow Lite |
| Backend | CPU |
| Device | AMD Ryzen 5 5600X |
| System Information | |
|---|---|
| Operating System | Arch Linux |
| Model | System manufacturer System Product Name |
| Motherboard | ASUSTeK COMPUTER INC. PRIME X470-PRO |
| CPU Information | |
|---|---|
| Name | AMD Ryzen 5 5600X |
| Topology | 1 Processor, 6 Cores, 12 Threads |
| Identifier | AuthenticAMD Family 25 Model 33 Stepping 0 |
| Base Frequency | 4.65 GHz |
| Cluster 1 | 0 Cores |
| Memory Information | |
|---|---|
| Size | 31.25 GB |
| Workload | Accuracy | Score | |
|---|---|---|---|
|
Image Classification (SP)
|
100% |
1383
257.2 IPS |
|
|
Image Classification (HP)
|
100% |
1344
250.0 IPS |
|
|
Image Classification (Q)
|
99% |
649
121.0 IPS |
|
|
Image Segmentation (SP)
|
100% |
1780
28.9 IPS |
|
|
Image Segmentation (HP)
|
100% |
1829
29.6 IPS |
|
|
Image Segmentation (Q)
|
98% |
756
12.3 IPS |
|
|
Pose Estimation (SP)
|
100% |
2312
2.70 IPS |
|
|
Pose Estimation (HP)
|
100% |
2335
2.72 IPS |
|
|
Pose Estimation (Q)
|
96% |
2050
2.40 IPS |
|
|
Object Detection (SP)
|
100% |
1482
117.6 IPS |
|
|
Object Detection (HP)
|
100% |
1466
116.3 IPS |
|
|
Object Detection (Q)
|
86% |
702
56.4 IPS |
|
|
Face Detection (SP)
|
100% |
2692
32.0 IPS |
|
|
Face Detection (HP)
|
100% |
2676
31.8 IPS |
|
|
Face Detection (Q)
|
97% |
1737
20.7 IPS |
|
|
Depth Estimation (SP)
|
100% |
2421
18.6 IPS |
|
|
Depth Estimation (HP)
|
100% |
2412
18.6 IPS |
|
|
Depth Estimation (Q)
|
74% |
1665
13.5 IPS |
|
|
Style Transfer (SP)
|
100% |
2799
3.60 IPS |
|
|
Style Transfer (HP)
|
100% |
2807
3.61 IPS |
|
|
Style Transfer (Q)
|
98% |
4110
5.30 IPS |
|
|
Image Super-Resolution (SP)
|
100% |
1780
65.7 IPS |
|
|
Image Super-Resolution (HP)
|
100% |
1788
66.0 IPS |
|
|
Image Super-Resolution (Q)
|
97% |
1105
41.0 IPS |
|
|
Text Classification (SP)
|
100% |
1823
2.43 KIPS |
|
|
Text Classification (HP)
|
100% |
1809
2.41 KIPS |
|
|
Text Classification (Q)
|
92% |
639
858.6 IPS |
|
|
Machine Translation (SP)
|
100% |
2617
45.1 IPS |
|
|
Machine Translation (HP)
|
100% |
2544
43.8 IPS |
|
|
Machine Translation (Q)
|
58% |
559
13.1 IPS |