Upload Date | January 21 2024 08:11 PM |
Views | 7 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | ASRock B650E PG Riptide WiFi |
Motherboard | ASRock B650E PG Riptide WiFi |
Power Plan | AMD Ryzen Ultimate HighPower 11-v4 |
CPU Information | |
---|---|
Name | AMD Ryzen 7 7700X |
Topology | 1 Processor, 8 Cores, 16 Threads |
Identifier | AuthenticAMD Family 25 Model 97 Stepping 2 |
Base Frequency | 5.65 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 | 64.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
3105
581.0 IPS |
|
Image Classification (F16)
|
100% |
3022
565.5 IPS |
|
Image Classification (I8)
|
99% |
6635
1.24 KIPS |
|
Image Segmentation (F32)
|
100% |
2581
43.1 IPS |
|
Image Segmentation (F16)
|
100% |
2801
46.8 IPS |
|
Image Segmentation (I8)
|
98% |
3163
52.8 IPS |
|
Pose Estimation (F32)
|
100% |
9476
11.5 IPS |
|
Pose Estimation (F16)
|
100% |
9515
11.5 IPS |
|
Pose Estimation (I8)
|
100% |
32371
39.2 IPS |
|
Object Detection (F32)
|
100% |
3014
225.0 IPS |
|
Object Detection (F16)
|
100% |
3021
225.5 IPS |
|
Object Detection (I8)
|
62% |
3034
226.5 IPS |
|
Face Detection (F32)
|
100% |
6024
71.6 IPS |
|
Face Detection (F16)
|
100% |
5922
70.4 IPS |
|
Face Detection (I8)
|
89% |
7350
87.4 IPS |
|
Depth Estimation (F32)
|
100% |
11305
87.7 IPS |
|
Depth Estimation (F16)
|
100% |
11340
87.9 IPS |
|
Depth Estimation (I8)
|
96% |
23516
182.4 IPS |
|
Style Transfer (F32)
|
100% |
24167
31.8 IPS |
|
Style Transfer (F16)
|
100% |
23613
31.1 IPS |
|
Style Transfer (I8)
|
98% |
38328
50.4 IPS |
|
Image Super-Resolution (F32)
|
100% |
4857
173.5 IPS |
|
Image Super-Resolution (F16)
|
100% |
4791
171.1 IPS |
|
Image Super-Resolution (I8)
|
99% |
5773
206.2 IPS |
|
Text Classification (F32)
|
100% |
2717
3.90 KIPS |
|
Text Classification (F16)
|
100% |
2718
3.91 KIPS |
|
Text Classification (I8)
|
98% |
458
657.8 IPS |
|
Machine Translation (F32)
|
100% |
3542
65.2 IPS |
|
Machine Translation (F16)
|
100% |
3562
65.6 IPS |
|
Machine Translation (I8)
|
67% |
4158
76.5 IPS |