User | vanv101 |
Upload Date | November 11 2024 12:35 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% |
2066
384.3 IPS |
|
Image Classification (HP)
|
100% |
2064
383.8 IPS |
|
Image Classification (Q)
|
99% |
1076
200.6 IPS |
|
Image Segmentation (SP)
|
100% |
2224
36.0 IPS |
|
Image Segmentation (HP)
|
100% |
2207
35.8 IPS |
|
Image Segmentation (Q)
|
98% |
1026
16.7 IPS |
|
Pose Estimation (SP)
|
100% |
2311
2.70 IPS |
|
Pose Estimation (HP)
|
100% |
2354
2.75 IPS |
|
Pose Estimation (Q)
|
96% |
2668
3.13 IPS |
|
Object Detection (SP)
|
100% |
2124
168.5 IPS |
|
Object Detection (HP)
|
100% |
2105
167.0 IPS |
|
Object Detection (Q)
|
85% |
898
72.3 IPS |
|
Face Detection (SP)
|
100% |
2302
27.4 IPS |
|
Face Detection (HP)
|
100% |
2277
27.1 IPS |
|
Face Detection (Q)
|
97% |
2355
28.1 IPS |
|
Depth Estimation (SP)
|
100% |
2200
16.9 IPS |
|
Depth Estimation (HP)
|
99% |
2201
17.0 IPS |
|
Depth Estimation (Q)
|
63% |
1825
17.1 IPS |
|
Style Transfer (SP)
|
100% |
2363
3.04 IPS |
|
Style Transfer (HP)
|
100% |
2371
3.05 IPS |
|
Style Transfer (Q)
|
98% |
4717
6.08 IPS |
|
Image Super-Resolution (SP)
|
100% |
2121
78.3 IPS |
|
Image Super-Resolution (HP)
|
100% |
2131
78.7 IPS |
|
Image Super-Resolution (Q)
|
97% |
1448
53.7 IPS |
|
Text Classification (SP)
|
100% |
2609
3.48 KIPS |
|
Text Classification (HP)
|
100% |
2593
3.46 KIPS |
|
Text Classification (Q)
|
92% |
759
1.02 KIPS |
|
Machine Translation (SP)
|
100% |
2460
42.4 IPS |
|
Machine Translation (HP)
|
100% |
2481
42.7 IPS |
|
Machine Translation (Q)
|
58% |
604
14.2 IPS |