Upload Date | July 26 2024 09:33 AM |
Views | 4 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Education (64-bit) |
Model | Gigabyte Technology Co., Ltd. B760 GAMING X AX |
Motherboard | Gigabyte Technology Co., Ltd. B760 GAMING X AX |
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 4090 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
12775
2.39 KIPS |
|
Image Classification (F16)
|
100% |
13575
2.54 KIPS |
|
Image Classification (I8)
|
100% |
11158
2.09 KIPS |
|
Image Segmentation (F32)
|
100% |
17719
295.9 IPS |
|
Image Segmentation (F16)
|
100% |
17685
295.4 IPS |
|
Image Segmentation (I8)
|
98% |
15745
263.0 IPS |
|
Pose Estimation (F32)
|
100% |
284619
344.7 IPS |
|
Pose Estimation (F16)
|
100% |
276000
334.2 IPS |
|
Pose Estimation (I8)
|
100% |
241326
292.2 IPS |
|
Object Detection (F32)
|
100% |
8514
635.6 IPS |
|
Object Detection (F16)
|
100% |
8363
624.3 IPS |
|
Object Detection (I8)
|
54% |
7912
590.7 IPS |
|
Face Detection (F32)
|
100% |
42838
509.4 IPS |
|
Face Detection (F16)
|
100% |
43358
515.5 IPS |
|
Face Detection (I8)
|
88% |
35844
426.2 IPS |
|
Depth Estimation (F32)
|
100% |
81221
629.9 IPS |
|
Depth Estimation (F16)
|
100% |
81945
635.5 IPS |
|
Depth Estimation (I8)
|
95% |
61907
480.1 IPS |
|
Style Transfer (F32)
|
100% |
501440
659.6 IPS |
|
Style Transfer (F16)
|
100% |
468710
616.5 IPS |
|
Style Transfer (I8)
|
98% |
409078
538.1 IPS |
|
Image Super-Resolution (F32)
|
100% |
52639
1.88 KIPS |
|
Image Super-Resolution (F16)
|
100% |
53533
1.91 KIPS |
|
Image Super-Resolution (I8)
|
99% |
37657
1.34 KIPS |
|
Text Classification (F32)
|
100% |
3341
4.80 KIPS |
|
Text Classification (F16)
|
100% |
3336
4.79 KIPS |
|
Text Classification (I8)
|
98% |
1952
2.80 KIPS |
|
Machine Translation (F32)
|
100% |
4628
85.2 IPS |
|
Machine Translation (F16)
|
100% |
4609
84.8 IPS |
|
Machine Translation (I8)
|
70% |
2579
47.5 IPS |