User | ThunderGalvao |
Upload Date | August 17 2024 03:11 AM |
Views | 8 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | AMD Ryzen 7 5700X |
System Information | |
---|---|
Operating System | Linux Mint 21.2 |
Model | Gigabyte Technology Co., Ltd. B450M AORUS ELITE |
Motherboard | Gigabyte Technology Co., Ltd. B450M AORUS ELITE |
CPU Information | |
---|---|
Name | AMD Ryzen 7 5700X |
Topology | 1 Processor, 8 Cores, 16 Threads |
Identifier | AuthenticAMD Family 25 Model 33 Stepping 2 |
Base Frequency | 4.66 GHz |
Cluster 1 | 0 Cores |
Memory Information | |
---|---|
Size | 62.71 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
1954
363.4 IPS |
|
Image Classification (HP)
|
100% |
1975
367.3 IPS |
|
Image Classification (Q)
|
99% |
1025
191.2 IPS |
|
Image Segmentation (SP)
|
100% |
1867
30.3 IPS |
|
Image Segmentation (HP)
|
100% |
1936
31.4 IPS |
|
Image Segmentation (Q)
|
98% |
955
15.5 IPS |
|
Pose Estimation (SP)
|
100% |
2540
2.96 IPS |
|
Pose Estimation (HP)
|
100% |
2511
2.93 IPS |
|
Pose Estimation (Q)
|
96% |
2666
3.12 IPS |
|
Object Detection (SP)
|
100% |
1983
157.3 IPS |
|
Object Detection (HP)
|
100% |
1937
153.7 IPS |
|
Object Detection (Q)
|
86% |
892
71.8 IPS |
|
Face Detection (SP)
|
100% |
3114
37.0 IPS |
|
Face Detection (HP)
|
100% |
2555
30.4 IPS |
|
Face Detection (Q)
|
97% |
2293
27.3 IPS |
|
Depth Estimation (SP)
|
100% |
2713
20.9 IPS |
|
Depth Estimation (HP)
|
100% |
2347
18.1 IPS |
|
Depth Estimation (Q)
|
74% |
1891
15.4 IPS |
|
Style Transfer (SP)
|
100% |
2865
3.68 IPS |
|
Style Transfer (HP)
|
100% |
2865
3.68 IPS |
|
Style Transfer (Q)
|
98% |
4701
6.06 IPS |
|
Image Super-Resolution (SP)
|
100% |
2133
78.8 IPS |
|
Image Super-Resolution (HP)
|
100% |
2133
78.7 IPS |
|
Image Super-Resolution (Q)
|
97% |
1376
51.0 IPS |
|
Text Classification (SP)
|
100% |
1915
2.56 KIPS |
|
Text Classification (HP)
|
100% |
2104
2.81 KIPS |
|
Text Classification (Q)
|
92% |
747
1.00 KIPS |
|
Machine Translation (SP)
|
100% |
3052
52.6 IPS |
|
Machine Translation (HP)
|
100% |
3128
53.9 IPS |
|
Machine Translation (Q)
|
58% |
629
14.8 IPS |