Upload Date | November 23 2024 08:54 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% |
1400
260.3 IPS |
|
Image Classification (HP)
|
100% |
1478
274.9 IPS |
|
Image Classification (Q)
|
99% |
209
39.0 IPS |
|
Image Segmentation (SP)
|
100% |
1723
27.9 IPS |
|
Image Segmentation (HP)
|
100% |
770
12.5 IPS |
|
Image Segmentation (Q)
|
98% |
912
14.8 IPS |
|
Pose Estimation (SP)
|
100% |
1803
2.10 IPS |
|
Pose Estimation (HP)
|
100% |
1908
2.23 IPS |
|
Pose Estimation (Q)
|
96% |
2552
2.99 IPS |
|
Object Detection (SP)
|
100% |
1034
82.0 IPS |
|
Object Detection (HP)
|
100% |
1077
85.5 IPS |
|
Object Detection (Q)
|
85% |
831
66.9 IPS |
|
Face Detection (SP)
|
100% |
2216
26.3 IPS |
|
Face Detection (HP)
|
100% |
848
10.1 IPS |
|
Face Detection (Q)
|
97% |
1077
12.8 IPS |
|
Depth Estimation (SP)
|
100% |
1414
10.9 IPS |
|
Depth Estimation (HP)
|
99% |
1717
13.2 IPS |
|
Depth Estimation (Q)
|
63% |
1385
13.0 IPS |
|
Style Transfer (SP)
|
100% |
3161
4.06 IPS |
|
Style Transfer (HP)
|
100% |
2921
3.75 IPS |
|
Style Transfer (Q)
|
98% |
3724
4.80 IPS |
|
Image Super-Resolution (SP)
|
100% |
2162
79.8 IPS |
|
Image Super-Resolution (HP)
|
100% |
2246
82.9 IPS |
|
Image Super-Resolution (Q)
|
97% |
1579
58.5 IPS |
|
Text Classification (SP)
|
100% |
1726
2.30 KIPS |
|
Text Classification (HP)
|
100% |
2923
3.90 KIPS |
|
Text Classification (Q)
|
92% |
800
1.08 KIPS |
|
Machine Translation (SP)
|
100% |
3078
53.0 IPS |
|
Machine Translation (HP)
|
100% |
3492
60.2 IPS |
|
Machine Translation (Q)
|
58% |
839
19.7 IPS |