User | vanv101 |
Upload Date | November 25 2024 03:28 AM |
Views | 4 |
AI Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | AMD Ryzen 7 5700 |
System Information | |
---|---|
Operating System | Ubuntu 24.04.1 LTS |
Model | Micro-Star International Co., Ltd. MS-7B86 |
Motherboard | Micro-Star International Co., Ltd. B550 GAMING GEN3 (MS-7B86) |
CPU Information | |
---|---|
Name | AMD Ryzen 7 5700 |
Topology | 1 Processor, 8 Cores, 16 Threads |
Identifier | AuthenticAMD Family 25 Model 80 Stepping 0 |
Base Frequency | 4.88 GHz |
Cluster 1 | 0 Cores |
Memory Information | |
---|---|
Size | 46.93 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
2125
395.3 IPS |
|
Image Classification (HP)
|
100% |
2008
373.4 IPS |
|
Image Classification (Q)
|
99% |
1080
201.5 IPS |
|
Image Segmentation (SP)
|
100% |
2311
37.5 IPS |
|
Image Segmentation (HP)
|
100% |
2310
37.5 IPS |
|
Image Segmentation (Q)
|
98% |
1019
16.6 IPS |
|
Pose Estimation (SP)
|
100% |
2512
2.93 IPS |
|
Pose Estimation (HP)
|
100% |
2512
2.93 IPS |
|
Pose Estimation (Q)
|
96% |
2687
3.15 IPS |
|
Object Detection (SP)
|
100% |
2128
168.8 IPS |
|
Object Detection (HP)
|
100% |
2143
170.0 IPS |
|
Object Detection (Q)
|
85% |
905
72.8 IPS |
|
Face Detection (SP)
|
100% |
2535
30.1 IPS |
|
Face Detection (HP)
|
100% |
2499
29.7 IPS |
|
Face Detection (Q)
|
97% |
2386
28.5 IPS |
|
Depth Estimation (SP)
|
100% |
2448
18.9 IPS |
|
Depth Estimation (HP)
|
99% |
2453
18.9 IPS |
|
Depth Estimation (Q)
|
63% |
1841
17.3 IPS |
|
Style Transfer (SP)
|
100% |
2733
3.51 IPS |
|
Style Transfer (HP)
|
100% |
2734
3.51 IPS |
|
Style Transfer (Q)
|
98% |
4846
6.25 IPS |
|
Image Super-Resolution (SP)
|
100% |
2158
79.7 IPS |
|
Image Super-Resolution (HP)
|
100% |
2155
79.6 IPS |
|
Image Super-Resolution (Q)
|
97% |
1450
53.7 IPS |
|
Text Classification (SP)
|
100% |
2583
3.45 KIPS |
|
Text Classification (HP)
|
100% |
2627
3.51 KIPS |
|
Text Classification (Q)
|
92% |
755
1.01 KIPS |
|
Machine Translation (SP)
|
100% |
2335
40.2 IPS |
|
Machine Translation (HP)
|
100% |
2371
40.8 IPS |
|
Machine Translation (Q)
|
58% |
601
14.1 IPS |