Upload Date | August 15 2024 06:57 PM |
Views | 3 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | ASRock Z790 Nova WiFi |
Motherboard | ASRock Z790 Nova WiFi |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel Core i7-14700KF |
Topology | 1 Processor, 20 Cores, 28 Threads |
Identifier | GenuineIntel Family 6 Model 183 Stepping 1 |
Base Frequency | 3.40 GHz |
Cluster 1 | 8 Cores |
Cluster 2 | 12 Cores |
L1 Instruction Cache | 32.0 KB x 14 |
L1 Data Cache | 48.0 KB x 14 |
L2 Cache | 2.00 MB x 3 |
L3 Cache | 33.0 MB x 1 |
Memory Information | |
---|---|
Size | 32.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
2584
483.5 IPS |
|
Image Classification (F16)
|
100% |
2592
485.1 IPS |
|
Image Classification (I8)
|
99% |
4461
834.7 IPS |
|
Image Segmentation (F32)
|
100% |
2142
35.8 IPS |
|
Image Segmentation (F16)
|
100% |
2191
36.6 IPS |
|
Image Segmentation (I8)
|
98% |
3175
53.0 IPS |
|
Pose Estimation (F32)
|
100% |
9644
11.7 IPS |
|
Pose Estimation (F16)
|
100% |
9774
11.8 IPS |
|
Pose Estimation (I8)
|
100% |
31117
37.7 IPS |
|
Object Detection (F32)
|
100% |
2356
175.9 IPS |
|
Object Detection (F16)
|
100% |
2336
174.4 IPS |
|
Object Detection (I8)
|
62% |
2126
158.7 IPS |
|
Face Detection (F32)
|
100% |
5038
59.9 IPS |
|
Face Detection (F16)
|
100% |
5045
60.0 IPS |
|
Face Detection (I8)
|
89% |
5199
61.8 IPS |
|
Depth Estimation (F32)
|
100% |
10078
78.2 IPS |
|
Depth Estimation (F16)
|
100% |
10184
79.0 IPS |
|
Depth Estimation (I8)
|
96% |
17603
136.5 IPS |
|
Style Transfer (F32)
|
100% |
22761
29.9 IPS |
|
Style Transfer (F16)
|
100% |
22878
30.1 IPS |
|
Style Transfer (I8)
|
98% |
28157
37.0 IPS |
|
Image Super-Resolution (F32)
|
100% |
4183
149.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
4182
149.4 IPS |
|
Image Super-Resolution (I8)
|
99% |
6051
216.1 IPS |
|
Text Classification (F32)
|
100% |
1797
2.58 KIPS |
|
Text Classification (F16)
|
100% |
1772
2.55 KIPS |
|
Text Classification (I8)
|
98% |
491
705.4 IPS |
|
Machine Translation (F32)
|
100% |
2356
43.4 IPS |
|
Machine Translation (F16)
|
100% |
2358
43.4 IPS |
|
Machine Translation (I8)
|
67% |
3206
59.0 IPS |