Upload Date | August 23 2024 12:14 PM |
Views | 5 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | ASRock Z790 PG Lightning |
Motherboard | ASRock Z790 PG Lightning |
Power Plan | High performance |
CPU Information | |
---|---|
Name | Intel Core i5-13600K |
Topology | 1 Processor, 14 Cores, 20 Threads |
Identifier | GenuineIntel Family 6 Model 183 Stepping 1 |
Base Frequency | 3.50 GHz |
Cluster 1 | 6 Cores |
Cluster 2 | 8 Cores |
L1 Instruction Cache | 32.0 KB x 10 |
L1 Data Cache | 48.0 KB x 10 |
L2 Cache | 2.00 MB x 2 |
L3 Cache | 24.0 MB x 1 |
Memory Information | |
---|---|
Size | 16.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | Intel(R) UHD Graphics 770 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
660
123.4 IPS |
|
Image Classification (F16)
|
100% |
660
123.5 IPS |
|
Image Classification (I8)
|
100% |
539
100.8 IPS |
|
Image Segmentation (F32)
|
100% |
978
16.3 IPS |
|
Image Segmentation (F16)
|
100% |
978
16.3 IPS |
|
Image Segmentation (I8)
|
98% |
746
12.5 IPS |
|
Pose Estimation (F32)
|
100% |
3938
4.77 IPS |
|
Pose Estimation (F16)
|
100% |
3940
4.77 IPS |
|
Pose Estimation (I8)
|
100% |
2827
3.42 IPS |
|
Object Detection (F32)
|
100% |
776
57.9 IPS |
|
Object Detection (F16)
|
100% |
775
57.8 IPS |
|
Object Detection (I8)
|
54% |
649
48.4 IPS |
|
Face Detection (F32)
|
100% |
1441
17.1 IPS |
|
Face Detection (F16)
|
100% |
1437
17.1 IPS |
|
Face Detection (I8)
|
89% |
1020
12.1 IPS |
|
Depth Estimation (F32)
|
100% |
2928
22.7 IPS |
|
Depth Estimation (F16)
|
100% |
2930
22.7 IPS |
|
Depth Estimation (I8)
|
95% |
2239
17.4 IPS |
|
Style Transfer (F32)
|
100% |
10430
13.7 IPS |
|
Style Transfer (F16)
|
100% |
10435
13.7 IPS |
|
Style Transfer (I8)
|
98% |
7835
10.3 IPS |
|
Image Super-Resolution (F32)
|
100% |
1741
62.2 IPS |
|
Image Super-Resolution (F16)
|
100% |
1746
62.4 IPS |
|
Image Super-Resolution (I8)
|
99% |
951
34.0 IPS |
|
Text Classification (F32)
|
100% |
831
1.19 KIPS |
|
Text Classification (F16)
|
100% |
822
1.18 KIPS |
|
Text Classification (I8)
|
98% |
419
602.4 IPS |
|
Machine Translation (F32)
|
100% |
721
13.3 IPS |
|
Machine Translation (F16)
|
100% |
721
13.3 IPS |
|
Machine Translation (I8)
|
70% |
419
7.71 IPS |