User | malasa |
Upload Date | August 17 2024 09:54 AM |
Views | 9 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | AMD Ryzen 7 5700X |
System Information | |
---|---|
Operating System | Ubuntu 22.04.4 LTS |
Model | Gigabyte Technology Co., Ltd. B550 AORUS PRO AC |
Motherboard | Gigabyte Technology Co., Ltd. B550 AORUS PRO AC |
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 | 62.73 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
1758
326.9 IPS |
|
Image Classification (HP)
|
100% |
1747
325.0 IPS |
|
Image Classification (Q)
|
99% |
945
176.2 IPS |
|
Image Segmentation (SP)
|
100% |
1498
24.3 IPS |
|
Image Segmentation (HP)
|
100% |
1849
30.0 IPS |
|
Image Segmentation (Q)
|
98% |
863
14.0 IPS |
|
Pose Estimation (SP)
|
100% |
2152
2.51 IPS |
|
Pose Estimation (HP)
|
100% |
2199
2.57 IPS |
|
Pose Estimation (Q)
|
96% |
2322
2.72 IPS |
|
Object Detection (SP)
|
100% |
1443
114.5 IPS |
|
Object Detection (HP)
|
100% |
1462
115.9 IPS |
|
Object Detection (Q)
|
86% |
798
64.2 IPS |
|
Face Detection (SP)
|
100% |
3060
36.4 IPS |
|
Face Detection (HP)
|
100% |
3048
36.2 IPS |
|
Face Detection (Q)
|
97% |
2209
26.3 IPS |
|
Depth Estimation (SP)
|
100% |
2464
19.0 IPS |
|
Depth Estimation (HP)
|
100% |
2243
17.3 IPS |
|
Depth Estimation (Q)
|
74% |
1901
15.4 IPS |
|
Style Transfer (SP)
|
100% |
2711
3.49 IPS |
|
Style Transfer (HP)
|
100% |
2727
3.51 IPS |
|
Style Transfer (Q)
|
98% |
4451
5.74 IPS |
|
Image Super-Resolution (SP)
|
100% |
2039
75.3 IPS |
|
Image Super-Resolution (HP)
|
100% |
2038
75.2 IPS |
|
Image Super-Resolution (Q)
|
97% |
1232
45.7 IPS |
|
Text Classification (SP)
|
100% |
2055
2.74 KIPS |
|
Text Classification (HP)
|
100% |
2128
2.84 KIPS |
|
Text Classification (Q)
|
92% |
739
993.0 IPS |
|
Machine Translation (SP)
|
100% |
3210
55.3 IPS |
|
Machine Translation (HP)
|
100% |
3206
55.2 IPS |
|
Machine Translation (Q)
|
58% |
612
14.4 IPS |