User | ju83 |
Upload Date | May 14 2025 05:21 PM |
Views | 9 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 Famille (64-bit) |
Model | Micro-Star International Co., Ltd MS-7B86 |
Motherboard | Micro-Star International Co., Ltd B450-A PRO MAX (MS-7B86) |
Power Plan | conomie d'nergie |
CPU Information | |
---|---|
Name | AMD Ryzen 3 3200G |
Topology | 1 Processor, 4 Cores |
Identifier | AuthenticAMD Family 23 Model 24 Stepping 1 |
Base Frequency | 3.60 GHz |
Cluster 1 | 4 Cores |
L1 Instruction Cache | 64.0 KB x 4 |
L1 Data Cache | 32.0 KB x 4 |
L2 Cache | 512 KB x 4 |
L3 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 8.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | AMD Radeon(TM) Vega 8 Graphics |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
906
169.5 IPS |
|
Image Classification (F16)
|
100% |
926
173.3 IPS |
|
Image Classification (I8)
|
99% |
736
137.7 IPS |
|
Image Segmentation (F32)
|
100% |
785
13.1 IPS |
|
Image Segmentation (F16)
|
100% |
781
13.0 IPS |
|
Image Segmentation (I8)
|
98% |
682
11.4 IPS |
|
Pose Estimation (F32)
|
100% |
8059
9.76 IPS |
|
Pose Estimation (F16)
|
100% |
8089
9.80 IPS |
|
Pose Estimation (I8)
|
100% |
6870
8.32 IPS |
|
Object Detection (F32)
|
100% |
771
57.5 IPS |
|
Object Detection (F16)
|
100% |
593
44.3 IPS |
|
Object Detection (I8)
|
67% |
483
36.1 IPS |
|
Face Detection (F32)
|
100% |
2054
24.4 IPS |
|
Face Detection (F16)
|
100% |
1936
23.0 IPS |
|
Face Detection (I8)
|
90% |
1626
19.3 IPS |
|
Depth Estimation (F32)
|
100% |
4247
32.9 IPS |
|
Depth Estimation (F16)
|
100% |
5093
39.5 IPS |
|
Depth Estimation (I8)
|
94% |
3413
26.5 IPS |
|
Style Transfer (F32)
|
100% |
10304
13.6 IPS |
|
Style Transfer (F16)
|
100% |
9169
12.1 IPS |
|
Style Transfer (I8)
|
98% |
9044
11.9 IPS |
|
Image Super-Resolution (F32)
|
100% |
1206
43.1 IPS |
|
Image Super-Resolution (F16)
|
100% |
1209
43.2 IPS |
|
Image Super-Resolution (I8)
|
99% |
992
35.4 IPS |
|
Text Classification (F32)
|
100% |
667
958.7 IPS |
|
Text Classification (F16)
|
100% |
710
1.02 KIPS |
|
Text Classification (I8)
|
98% |
420
604.3 IPS |
|
Machine Translation (F32)
|
100% |
986
18.1 IPS |
|
Machine Translation (F16)
|
100% |
1023
18.8 IPS |
|
Machine Translation (I8)
|
69% |
554
10.2 IPS |