Upload Date | September 16 2024 01:30 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 Pro (64-bit) |
Model | Gigabyte Technology Co., Ltd. B550 GAMING X V2 |
Motherboard | Gigabyte Technology Co., Ltd. B550 GAMING X V2 |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | AMD Ryzen 7 5700X3D |
Topology | 1 Processor, 8 Cores, 16 Threads |
Identifier | AuthenticAMD Family 25 Model 33 Stepping 2 |
Base Frequency | 3.00 GHz |
Cluster 1 | 8 Cores |
L1 Instruction Cache | 32.0 KB x 8 |
L1 Data Cache | 32.0 KB x 8 |
L2 Cache | 512 KB x 8 |
L3 Cache | 96.0 MB x 1 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2090
391.1 IPS |
|
Image Classification (F16)
|
100% |
2038
381.4 IPS |
|
Image Classification (I8)
|
97% |
3456
646.7 IPS |
|
Image Segmentation (F32)
|
100% |
1917
32.0 IPS |
|
Image Segmentation (F16)
|
100% |
1769
29.5 IPS |
|
Image Segmentation (I8)
|
97% |
1684
28.1 IPS |
|
Pose Estimation (F32)
|
100% |
6412
7.76 IPS |
|
Pose Estimation (F16)
|
100% |
6155
7.45 IPS |
|
Pose Estimation (I8)
|
100% |
10932
13.2 IPS |
|
Object Detection (F32)
|
100% |
2100
156.8 IPS |
|
Object Detection (F16)
|
100% |
1911
142.6 IPS |
|
Object Detection (I8)
|
60% |
1829
136.5 IPS |
|
Face Detection (F32)
|
100% |
5859
69.7 IPS |
|
Face Detection (F16)
|
100% |
5743
68.3 IPS |
|
Face Detection (I8)
|
87% |
5109
60.7 IPS |
|
Depth Estimation (F32)
|
100% |
7898
61.2 IPS |
|
Depth Estimation (F16)
|
100% |
7663
59.4 IPS |
|
Depth Estimation (I8)
|
74% |
12143
94.2 IPS |
|
Style Transfer (F32)
|
100% |
16066
21.1 IPS |
|
Style Transfer (F16)
|
100% |
16130
21.2 IPS |
|
Style Transfer (I8)
|
85% |
16658
21.9 IPS |
|
Image Super-Resolution (F32)
|
100% |
3154
112.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
2740
97.9 IPS |
|
Image Super-Resolution (I8)
|
97% |
3015
107.7 IPS |
|
Text Classification (F32)
|
100% |
1486
2.14 KIPS |
|
Text Classification (F16)
|
100% |
1458
2.10 KIPS |
|
Text Classification (I8)
|
94% |
332
477.8 IPS |
|
Machine Translation (F32)
|
100% |
2397
44.1 IPS |
|
Machine Translation (F16)
|
100% |
2432
44.8 IPS |
|
Machine Translation (I8)
|
67% |
2554
47.0 IPS |