User | paisarn |
Upload Date | May 09 2025 05:21 PM |
Views | 6 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 Pro (64-bit) |
Model | Generic |
Motherboard | ASRock A320M-HDV R4.0 |
Power Plan | High performance |
CPU Information | |
---|---|
Name | AMD Ryzen 5 2600 |
Topology | 1 Processor, 6 Cores, 12 Threads |
Identifier | AuthenticAMD Family 23 Model 8 Stepping 2 |
Base Frequency | 3.40 GHz |
Cluster 1 | 6 Cores |
L1 Instruction Cache | 64.0 KB x 6 |
L1 Data Cache | 32.0 KB x 6 |
L2 Cache | 512 KB x 6 |
L3 Cache | 8.00 MB x 2 |
Memory Information | |
---|---|
Size | 16.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
684
127.9 IPS |
|
Image Classification (F16)
|
100% |
593
111.0 IPS |
|
Image Classification (I8)
|
97% |
790
147.9 IPS |
|
Image Segmentation (F32)
|
100% |
386
6.45 IPS |
|
Image Segmentation (F16)
|
100% |
403
6.74 IPS |
|
Image Segmentation (I8)
|
97% |
771
12.9 IPS |
|
Pose Estimation (F32)
|
100% |
1503
1.82 IPS |
|
Pose Estimation (F16)
|
100% |
1486
1.80 IPS |
|
Pose Estimation (I8)
|
100% |
2172
2.63 IPS |
|
Object Detection (F32)
|
100% |
609
45.5 IPS |
|
Object Detection (F16)
|
100% |
606
45.2 IPS |
|
Object Detection (I8)
|
60% |
544
40.6 IPS |
|
Face Detection (F32)
|
100% |
1286
15.3 IPS |
|
Face Detection (F16)
|
100% |
1244
14.8 IPS |
|
Face Detection (I8)
|
87% |
1637
19.5 IPS |
|
Depth Estimation (F32)
|
100% |
1969
15.3 IPS |
|
Depth Estimation (F16)
|
100% |
1930
15.0 IPS |
|
Depth Estimation (I8)
|
74% |
2569
19.9 IPS |
|
Style Transfer (F32)
|
100% |
4008
5.27 IPS |
|
Style Transfer (F16)
|
100% |
4047
5.32 IPS |
|
Style Transfer (I8)
|
85% |
4896
6.44 IPS |
|
Image Super-Resolution (F32)
|
100% |
681
24.3 IPS |
|
Image Super-Resolution (F16)
|
100% |
920
32.8 IPS |
|
Image Super-Resolution (I8)
|
97% |
1014
36.2 IPS |
|
Text Classification (F32)
|
100% |
661
950.1 IPS |
|
Text Classification (F16)
|
100% |
660
947.9 IPS |
|
Text Classification (I8)
|
94% |
254
365.7 IPS |
|
Machine Translation (F32)
|
100% |
1048
19.3 IPS |
|
Machine Translation (F16)
|
100% |
1068
19.7 IPS |
|
Machine Translation (I8)
|
67% |
1106
20.3 IPS |