User | 46fy45 |
Upload Date | January 31 2025 07:30 AM |
Views | 5 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 (64-bit) |
Model | Gigabyte Technology Co., Ltd. X570 GAMING X |
Motherboard | Gigabyte Technology Co., Ltd. X570 GAMING X |
CPU Information | |
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Name | AMD Ryzen 5 5600X |
Topology | 1 Processor, 6 Cores, 12 Threads |
Identifier | AuthenticAMD Family 25 Model 33 Stepping 0 |
Base Frequency | 3.70 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 | 32.0 MB x 1 |
Memory Information | |
---|---|
Size | 16.00 GB |
Inference Information | |
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Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1193
223.3 IPS |
|
Image Classification (F16)
|
100% |
1217
227.8 IPS |
|
Image Classification (I8)
|
97% |
2621
490.4 IPS |
|
Image Segmentation (F32)
|
100% |
1272
21.2 IPS |
|
Image Segmentation (F16)
|
100% |
1286
21.5 IPS |
|
Image Segmentation (I8)
|
97% |
1545
25.8 IPS |
|
Pose Estimation (F32)
|
100% |
3063
3.71 IPS |
|
Pose Estimation (F16)
|
100% |
3323
4.02 IPS |
|
Pose Estimation (I8)
|
100% |
8953
10.8 IPS |
|
Object Detection (F32)
|
100% |
1136
84.8 IPS |
|
Object Detection (F16)
|
100% |
1407
105.0 IPS |
|
Object Detection (I8)
|
60% |
1364
101.8 IPS |
|
Face Detection (F32)
|
100% |
2133
25.4 IPS |
|
Face Detection (F16)
|
100% |
2141
25.5 IPS |
|
Face Detection (I8)
|
87% |
3246
38.6 IPS |
|
Depth Estimation (F32)
|
100% |
3883
30.1 IPS |
|
Depth Estimation (F16)
|
100% |
4063
31.5 IPS |
|
Depth Estimation (I8)
|
74% |
7908
61.3 IPS |
|
Style Transfer (F32)
|
100% |
8113
10.7 IPS |
|
Style Transfer (F16)
|
100% |
8281
10.9 IPS |
|
Style Transfer (I8)
|
85% |
11641
15.3 IPS |
|
Image Super-Resolution (F32)
|
100% |
1923
68.7 IPS |
|
Image Super-Resolution (F16)
|
100% |
1770
63.2 IPS |
|
Image Super-Resolution (I8)
|
97% |
2693
96.2 IPS |
|
Text Classification (F32)
|
100% |
1184
1.70 KIPS |
|
Text Classification (F16)
|
100% |
1174
1.69 KIPS |
|
Text Classification (I8)
|
94% |
344
494.0 IPS |
|
Machine Translation (F32)
|
100% |
1682
31.0 IPS |
|
Machine Translation (F16)
|
100% |
1421
26.2 IPS |
|
Machine Translation (I8)
|
67% |
2153
39.6 IPS |