Upload Date | August 15 2024 07:05 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 | DirectML |
Device | NVIDIA GeForce RTX 4080 SUPER |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
11428
2.14 KIPS |
|
Image Classification (F16)
|
100% |
11611
2.17 KIPS |
|
Image Classification (I8)
|
100% |
9866
1.85 KIPS |
|
Image Segmentation (F32)
|
100% |
14733
246.1 IPS |
|
Image Segmentation (F16)
|
100% |
14932
249.4 IPS |
|
Image Segmentation (I8)
|
98% |
13922
232.5 IPS |
|
Pose Estimation (F32)
|
100% |
230920
279.6 IPS |
|
Pose Estimation (F16)
|
100% |
234022
283.4 IPS |
|
Pose Estimation (I8)
|
100% |
208760
252.8 IPS |
|
Object Detection (F32)
|
100% |
7266
542.5 IPS |
|
Object Detection (F16)
|
100% |
7350
548.7 IPS |
|
Object Detection (I8)
|
56% |
6920
516.6 IPS |
|
Face Detection (F32)
|
100% |
34251
407.3 IPS |
|
Face Detection (F16)
|
100% |
34390
408.9 IPS |
|
Face Detection (I8)
|
89% |
29593
351.9 IPS |
|
Depth Estimation (F32)
|
100% |
73600
570.8 IPS |
|
Depth Estimation (F16)
|
100% |
69102
535.9 IPS |
|
Depth Estimation (I8)
|
94% |
56900
441.3 IPS |
|
Style Transfer (F32)
|
100% |
341420
449.1 IPS |
|
Style Transfer (F16)
|
100% |
343554
451.9 IPS |
|
Style Transfer (I8)
|
98% |
302233
397.6 IPS |
|
Image Super-Resolution (F32)
|
100% |
47528
1.70 KIPS |
|
Image Super-Resolution (F16)
|
100% |
47364
1.69 KIPS |
|
Image Super-Resolution (I8)
|
99% |
37537
1.34 KIPS |
|
Text Classification (F32)
|
100% |
3225
4.64 KIPS |
|
Text Classification (F16)
|
100% |
3249
4.67 KIPS |
|
Text Classification (I8)
|
98% |
1967
2.83 KIPS |
|
Machine Translation (F32)
|
100% |
4005
73.7 IPS |
|
Machine Translation (F16)
|
100% |
3965
73.0 IPS |
|
Machine Translation (I8)
|
70% |
2442
44.9 IPS |