Upload Date | March 09 2025 03:36 PM |
Views | 6 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 Home (64-bit) |
Model | System manufacturer System Product Name |
Motherboard | ASUSTeK COMPUTER INC. PRIME B450-PLUS |
Power Plan | High performance |
CPU Information | |
---|---|
Name | AMD Ryzen 5 5600G |
Topology | 1 Processor, 6 Cores, 12 Threads |
Identifier | AuthenticAMD Family 25 Model 80 Stepping 0 |
Base Frequency | 4.60 GHz |
Cluster 1 | 6 Cores |
L1 Instruction Cache | 32.0 KB x 6 |
L1 Data Cache | 32.0 KB x 6 |
L2 Cache | 512 KB x 6 |
L3 Cache | 16.0 MB x 1 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1773
331.7 IPS |
|
Image Classification (F16)
|
100% |
1732
324.2 IPS |
|
Image Classification (I8)
|
97% |
2975
556.6 IPS |
|
Image Segmentation (F32)
|
100% |
1558
26.0 IPS |
|
Image Segmentation (F16)
|
100% |
1560
26.1 IPS |
|
Image Segmentation (I8)
|
97% |
1857
31.0 IPS |
|
Pose Estimation (F32)
|
100% |
5228
6.33 IPS |
|
Pose Estimation (F16)
|
100% |
5156
6.24 IPS |
|
Pose Estimation (I8)
|
100% |
10175
12.3 IPS |
|
Object Detection (F32)
|
100% |
1736
129.6 IPS |
|
Object Detection (F16)
|
100% |
1744
130.2 IPS |
|
Object Detection (I8)
|
60% |
1619
120.9 IPS |
|
Face Detection (F32)
|
100% |
2189
26.0 IPS |
|
Face Detection (F16)
|
100% |
2192
26.1 IPS |
|
Face Detection (I8)
|
87% |
3390
40.3 IPS |
|
Depth Estimation (F32)
|
100% |
5893
45.7 IPS |
|
Depth Estimation (F16)
|
100% |
5790
44.9 IPS |
|
Depth Estimation (I8)
|
74% |
9107
70.6 IPS |
|
Style Transfer (F32)
|
100% |
12529
16.5 IPS |
|
Style Transfer (F16)
|
100% |
12432
16.4 IPS |
|
Style Transfer (I8)
|
85% |
14179
18.7 IPS |
|
Image Super-Resolution (F32)
|
100% |
2545
90.9 IPS |
|
Image Super-Resolution (F16)
|
100% |
2493
89.0 IPS |
|
Image Super-Resolution (I8)
|
97% |
2705
96.6 IPS |
|
Text Classification (F32)
|
100% |
1778
2.56 KIPS |
|
Text Classification (F16)
|
100% |
1781
2.56 KIPS |
|
Text Classification (I8)
|
94% |
404
580.8 IPS |
|
Machine Translation (F32)
|
100% |
1943
35.8 IPS |
|
Machine Translation (F16)
|
100% |
1976
36.4 IPS |
|
Machine Translation (I8)
|
67% |
2110
38.8 IPS |