User | kddlb |
Upload Date | September 13 2024 03:08 AM |
Views | 13 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | AMD Ryzen 7 7700 |
System Information | |
---|---|
Operating System | Arch Linux |
Model | Micro-Star International Co., Ltd. MS-7E16 |
Motherboard | Micro-Star International Co., Ltd. X670E GAMING PLUS WIFI (MS-7E16) |
CPU Information | |
---|---|
Name | AMD Ryzen 7 7700 |
Topology | 1 Processor, 8 Cores, 16 Threads |
Identifier | AuthenticAMD Family 25 Model 97 Stepping 2 |
Base Frequency | 5.39 GHz |
Cluster 1 | 0 Cores |
Memory Information | |
---|---|
Size | 61.68 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
2900
539.2 IPS |
|
Image Classification (HP)
|
100% |
2886
536.7 IPS |
|
Image Classification (Q)
|
99% |
1428
266.3 IPS |
|
Image Segmentation (SP)
|
100% |
3656
59.3 IPS |
|
Image Segmentation (HP)
|
100% |
3675
59.6 IPS |
|
Image Segmentation (Q)
|
98% |
1357
22.1 IPS |
|
Pose Estimation (SP)
|
100% |
3656
4.27 IPS |
|
Pose Estimation (HP)
|
100% |
3669
4.28 IPS |
|
Pose Estimation (Q)
|
96% |
4372
5.12 IPS |
|
Object Detection (SP)
|
100% |
2188
173.5 IPS |
|
Object Detection (HP)
|
100% |
2195
174.1 IPS |
|
Object Detection (Q)
|
85% |
1196
96.3 IPS |
|
Face Detection (SP)
|
100% |
4759
56.6 IPS |
|
Face Detection (HP)
|
100% |
4774
56.7 IPS |
|
Face Detection (Q)
|
97% |
3274
39.0 IPS |
|
Depth Estimation (SP)
|
100% |
4112
31.7 IPS |
|
Depth Estimation (HP)
|
99% |
4113
31.7 IPS |
|
Depth Estimation (Q)
|
63% |
2496
23.4 IPS |
|
Style Transfer (SP)
|
100% |
4113
5.29 IPS |
|
Style Transfer (HP)
|
100% |
4126
5.30 IPS |
|
Style Transfer (Q)
|
98% |
7347
9.47 IPS |
|
Image Super-Resolution (SP)
|
100% |
2979
110.0 IPS |
|
Image Super-Resolution (HP)
|
100% |
2982
110.1 IPS |
|
Image Super-Resolution (Q)
|
97% |
2200
81.5 IPS |
|
Text Classification (SP)
|
100% |
3317
4.43 KIPS |
|
Text Classification (HP)
|
100% |
3350
4.47 KIPS |
|
Text Classification (Q)
|
92% |
1067
1.43 KIPS |
|
Machine Translation (SP)
|
100% |
4374
75.3 IPS |
|
Machine Translation (HP)
|
100% |
4389
75.6 IPS |
|
Machine Translation (Q)
|
58% |
865
20.3 IPS |