Upload Date | January 07 2024 02:01 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | ASUS System Product Name |
Motherboard | ASUSTeK COMPUTER INC. ROG STRIX X670E-A GAMING WIFI |
CPU Information | |
---|---|
Name | AMD Ryzen 7 8700G w/ Radeon 780M Graphics |
Topology | 1 Processor, 8 Cores, 16 Threads |
Identifier | AuthenticAMD Family 25 Model 117 Stepping 2 |
Base Frequency | 4.20 GHz |
Cluster 1 | 8 Cores |
L1 Instruction Cache | 32.0 KB x 8 |
L1 Data Cache | 32.0 KB x 8 |
L2 Cache | 1.00 MB x 8 |
L3 Cache | 16.0 MB x 1 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1511
282.7 IPS |
|
Image Classification (F16)
|
100% |
1520
284.4 IPS |
|
Image Classification (I8)
|
97% |
3465
648.5 IPS |
|
Image Segmentation (F32)
|
100% |
1285
21.5 IPS |
|
Image Segmentation (F16)
|
100% |
1239
20.7 IPS |
|
Image Segmentation (I8)
|
97% |
1899
31.7 IPS |
|
Pose Estimation (F32)
|
100% |
4258
5.16 IPS |
|
Pose Estimation (F16)
|
100% |
4228
5.12 IPS |
|
Pose Estimation (I8)
|
100% |
13690
16.6 IPS |
|
Object Detection (F32)
|
100% |
1471
109.8 IPS |
|
Object Detection (F16)
|
100% |
1473
110.0 IPS |
|
Object Detection (I8)
|
60% |
1511
112.8 IPS |
|
Face Detection (F32)
|
100% |
3045
36.2 IPS |
|
Face Detection (F16)
|
100% |
3033
36.1 IPS |
|
Face Detection (I8)
|
87% |
4465
53.1 IPS |
|
Depth Estimation (F32)
|
100% |
5454
42.3 IPS |
|
Depth Estimation (F16)
|
100% |
5788
44.9 IPS |
|
Depth Estimation (I8)
|
74% |
10769
83.5 IPS |
|
Style Transfer (F32)
|
100% |
11248
14.8 IPS |
|
Style Transfer (F16)
|
100% |
11323
14.9 IPS |
|
Style Transfer (I8)
|
85% |
19185
25.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
2138
76.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
2095
74.8 IPS |
|
Image Super-Resolution (I8)
|
97% |
2850
101.8 IPS |
|
Text Classification (F32)
|
100% |
1528
2.20 KIPS |
|
Text Classification (F16)
|
100% |
2010
2.89 KIPS |
|
Text Classification (I8)
|
94% |
345
496.2 IPS |
|
Machine Translation (F32)
|
100% |
1756
32.3 IPS |
|
Machine Translation (F16)
|
100% |
1780
32.8 IPS |
|
Machine Translation (I8)
|
67% |
2508
46.2 IPS |