Upload Date | August 27 2024 06:59 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 IoT Enterprise (64-bit) |
Model | RuggON SOL7 |
Motherboard | RuggON SOL7 |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel(R) Core(TM) Ultra 5 125U |
Topology | 1 Processor, 10 Cores, 12 Threads |
Identifier | GenuineIntel Family 6 Model 170 Stepping 4 |
Base Frequency | 3.60 GHz |
Cluster 1 | 2 Cores |
Cluster 2 | 8 Cores |
L1 Instruction Cache | 64.0 KB x 6 |
L1 Data Cache | 48.0 KB x 6 |
L2 Cache | 2.00 MB x 1 |
L3 Cache | 12.0 MB x 1 |
Memory Information | |
---|---|
Size | 16.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | Intel(R) Graphics |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
531
99.3 IPS |
|
Image Classification (F16)
|
100% |
525
98.2 IPS |
|
Image Classification (I8)
|
100% |
485
90.7 IPS |
|
Image Segmentation (F32)
|
100% |
588
9.83 IPS |
|
Image Segmentation (F16)
|
100% |
594
9.92 IPS |
|
Image Segmentation (I8)
|
98% |
517
8.64 IPS |
|
Pose Estimation (F32)
|
100% |
5463
6.62 IPS |
|
Pose Estimation (F16)
|
100% |
5453
6.60 IPS |
|
Pose Estimation (I8)
|
100% |
4695
5.69 IPS |
|
Object Detection (F32)
|
100% |
498
37.2 IPS |
|
Object Detection (F16)
|
100% |
505
37.7 IPS |
|
Object Detection (I8)
|
54% |
464
34.6 IPS |
|
Face Detection (F32)
|
100% |
523
6.21 IPS |
|
Face Detection (F16)
|
100% |
522
6.21 IPS |
|
Face Detection (I8)
|
89% |
466
5.54 IPS |
|
Depth Estimation (F32)
|
100% |
3045
23.6 IPS |
|
Depth Estimation (F16)
|
100% |
3096
24.0 IPS |
|
Depth Estimation (I8)
|
95% |
2590
20.1 IPS |
|
Style Transfer (F32)
|
100% |
16596
21.8 IPS |
|
Style Transfer (F16)
|
100% |
16031
21.1 IPS |
|
Style Transfer (I8)
|
98% |
12350
16.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
2933
104.7 IPS |
|
Image Super-Resolution (F16)
|
100% |
2950
105.4 IPS |
|
Image Super-Resolution (I8)
|
99% |
2000
71.4 IPS |
|
Text Classification (F32)
|
90% |
509
731.5 IPS |
|
Text Classification (F16)
|
90% |
518
744.4 IPS |
|
Text Classification (I8)
|
90% |
355
510.4 IPS |
|
Machine Translation (F32)
|
100% |
760
14.0 IPS |
|
Machine Translation (F16)
|
100% |
762
14.0 IPS |
|
Machine Translation (I8)
|
70% |
443
8.15 IPS |