Upload Date | November 23 2024 08:53 AM |
Views | 1 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | AMD Ryzen 7 7700 |
System Information | |
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Operating System | Nobara Linux 40 (GNOME Edition) |
Model | Micro-Star International Co., Ltd. MS-7E26 |
Motherboard | Micro-Star International Co., Ltd. PRO B650-S WIFI (MS-7E26) |
CPU Information | |
---|---|
Name | AMD Ryzen 7 7700 |
Topology | 1 Processor, 8 Cores, 16 Threads |
Identifier | AuthenticAMD Family 25 Model 97 Stepping 2 |
Base Frequency | 5.58 GHz |
Cluster 1 | 0 Cores |
Memory Information | |
---|---|
Size | 29.05 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
2798
520.4 IPS |
|
Image Classification (HP)
|
100% |
2801
520.9 IPS |
|
Image Classification (Q)
|
99% |
1611
300.4 IPS |
|
Image Segmentation (SP)
|
100% |
3632
58.9 IPS |
|
Image Segmentation (HP)
|
100% |
3604
58.4 IPS |
|
Image Segmentation (Q)
|
98% |
1373
22.3 IPS |
|
Pose Estimation (SP)
|
100% |
3966
4.63 IPS |
|
Pose Estimation (HP)
|
100% |
3821
4.46 IPS |
|
Pose Estimation (Q)
|
96% |
2696
3.16 IPS |
|
Object Detection (SP)
|
100% |
1179
93.5 IPS |
|
Object Detection (HP)
|
100% |
2193
174.0 IPS |
|
Object Detection (Q)
|
85% |
349
28.1 IPS |
|
Face Detection (SP)
|
100% |
1076
12.8 IPS |
|
Face Detection (HP)
|
100% |
983
11.7 IPS |
|
Face Detection (Q)
|
97% |
2817
33.6 IPS |
|
Depth Estimation (SP)
|
100% |
860
6.63 IPS |
|
Depth Estimation (HP)
|
99% |
1887
14.5 IPS |
|
Depth Estimation (Q)
|
63% |
1184
11.1 IPS |
|
Style Transfer (SP)
|
100% |
3516
4.52 IPS |
|
Style Transfer (HP)
|
100% |
3350
4.31 IPS |
|
Style Transfer (Q)
|
98% |
3051
3.93 IPS |
|
Image Super-Resolution (SP)
|
100% |
1877
69.3 IPS |
|
Image Super-Resolution (HP)
|
100% |
1411
52.1 IPS |
|
Image Super-Resolution (Q)
|
97% |
1500
55.6 IPS |
|
Text Classification (SP)
|
100% |
825
1.10 KIPS |
|
Text Classification (HP)
|
100% |
691
921.7 IPS |
|
Text Classification (Q)
|
92% |
431
578.8 IPS |
|
Machine Translation (SP)
|
100% |
1922
33.1 IPS |
|
Machine Translation (HP)
|
100% |
982
16.9 IPS |
|
Machine Translation (Q)
|
58% |
313
7.34 IPS |