User | RandomHairball_2364 |
Upload Date | August 18 2024 10:20 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 Pro (64-bit) |
Model | Gigabyte Technology Co., Ltd. AX370-Gaming 5 |
Motherboard | Gigabyte Technology Co., Ltd. AX370-Gaming 5 |
Power Plan | Balansert |
CPU Information | |
---|---|
Name | AMD Ryzen 7 1700X |
Topology | 1 Processor, 8 Cores, 16 Threads |
Identifier | AuthenticAMD Family 23 Model 1 Stepping 1 |
Base Frequency | 3.40 GHz |
Cluster 1 | 8 Cores |
L1 Instruction Cache | 64.0 KB x 8 |
L1 Data Cache | 32.0 KB x 8 |
L2 Cache | 512 KB x 8 |
L3 Cache | 8.00 MB x 2 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
678
126.9 IPS |
|
Image Classification (F16)
|
100% |
707
132.3 IPS |
|
Image Classification (I8)
|
97% |
931
174.2 IPS |
|
Image Segmentation (F32)
|
100% |
586
9.79 IPS |
|
Image Segmentation (F16)
|
100% |
646
10.8 IPS |
|
Image Segmentation (I8)
|
97% |
861
14.4 IPS |
|
Pose Estimation (F32)
|
100% |
2451
2.97 IPS |
|
Pose Estimation (F16)
|
100% |
2257
2.73 IPS |
|
Pose Estimation (I8)
|
100% |
2603
3.15 IPS |
|
Object Detection (F32)
|
100% |
675
50.4 IPS |
|
Object Detection (F16)
|
100% |
720
53.7 IPS |
|
Object Detection (I8)
|
60% |
602
44.9 IPS |
|
Face Detection (F32)
|
100% |
1553
18.5 IPS |
|
Face Detection (F16)
|
100% |
1617
19.2 IPS |
|
Face Detection (I8)
|
87% |
1810
21.5 IPS |
|
Depth Estimation (F32)
|
100% |
2917
22.6 IPS |
|
Depth Estimation (F16)
|
100% |
2876
22.3 IPS |
|
Depth Estimation (I8)
|
74% |
3059
23.7 IPS |
|
Style Transfer (F32)
|
100% |
5773
7.59 IPS |
|
Style Transfer (F16)
|
100% |
6069
7.98 IPS |
|
Style Transfer (I8)
|
85% |
5959
7.84 IPS |
|
Image Super-Resolution (F32)
|
100% |
934
33.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
1126
40.2 IPS |
|
Image Super-Resolution (I8)
|
97% |
1109
39.6 IPS |
|
Text Classification (F32)
|
100% |
689
990.8 IPS |
|
Text Classification (F16)
|
100% |
642
922.5 IPS |
|
Text Classification (I8)
|
94% |
235
337.9 IPS |
|
Machine Translation (F32)
|
100% |
939
17.3 IPS |
|
Machine Translation (F16)
|
100% |
897
16.5 IPS |
|
Machine Translation (I8)
|
67% |
1039
19.1 IPS |