Upload Date | September 28 2024 04:45 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | Komplett KomplettPC |
Motherboard | ASUSTeK COMPUTER INC. TUF GAMING B650-PLUS WIFI |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | AMD Ryzen 7 7700X |
Topology | 1 Processor, 8 Cores, 16 Threads |
Identifier | AuthenticAMD Family 25 Model 97 Stepping 2 |
Base Frequency | 4.50 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 | 32.0 MB x 1 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2740
512.8 IPS |
|
Image Classification (F16)
|
100% |
3121
584.1 IPS |
|
Image Classification (I8)
|
99% |
5832
1.09 KIPS |
|
Image Segmentation (F32)
|
100% |
1910
31.9 IPS |
|
Image Segmentation (F16)
|
100% |
1938
32.4 IPS |
|
Image Segmentation (I8)
|
98% |
4206
70.3 IPS |
|
Pose Estimation (F32)
|
100% |
9348
11.3 IPS |
|
Pose Estimation (F16)
|
100% |
4897
5.93 IPS |
|
Pose Estimation (I8)
|
100% |
26828
32.5 IPS |
|
Object Detection (F32)
|
100% |
1961
146.4 IPS |
|
Object Detection (F16)
|
100% |
1978
147.6 IPS |
|
Object Detection (I8)
|
62% |
2120
158.3 IPS |
|
Face Detection (F32)
|
100% |
5875
69.9 IPS |
|
Face Detection (F16)
|
100% |
4402
52.3 IPS |
|
Face Detection (I8)
|
89% |
7465
88.8 IPS |
|
Depth Estimation (F32)
|
100% |
6434
49.9 IPS |
|
Depth Estimation (F16)
|
100% |
6555
50.8 IPS |
|
Depth Estimation (I8)
|
96% |
19756
153.2 IPS |
|
Style Transfer (F32)
|
100% |
12833
16.9 IPS |
|
Style Transfer (F16)
|
100% |
23492
30.9 IPS |
|
Style Transfer (I8)
|
98% |
33596
44.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
2672
95.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
2685
95.9 IPS |
|
Image Super-Resolution (I8)
|
99% |
5069
181.0 IPS |
|
Text Classification (F32)
|
100% |
1839
2.64 KIPS |
|
Text Classification (F16)
|
100% |
1850
2.66 KIPS |
|
Text Classification (I8)
|
98% |
1432
2.06 KIPS |
|
Machine Translation (F32)
|
100% |
3117
57.4 IPS |
|
Machine Translation (F16)
|
100% |
3551
65.4 IPS |
|
Machine Translation (I8)
|
67% |
5078
93.5 IPS |