User | dynamiteCobra88 |
Upload Date | November 18 2024 07:59 AM |
Views | 1 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | Microsoft Corporation Surface Pro 10 for Business |
Motherboard | Microsoft Corporation Surface Pro 10 for Business |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Intel(R) Core(TM) Ultra 5 135U |
Topology | 1 Processor, 12 Cores, 14 Threads |
Identifier | GenuineIntel Family 6 Model 170 Stepping 4 |
Base Frequency | 2.10 GHz |
Cluster 1 | 2 Cores |
Cluster 2 | 10 Cores |
L1 Instruction Cache | 64.0 KB x 7 |
L1 Data Cache | 48.0 KB x 7 |
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% |
632
118.3 IPS |
|
Image Classification (F16)
|
100% |
621
116.2 IPS |
|
Image Classification (I8)
|
100% |
547
102.4 IPS |
|
Image Segmentation (F32)
|
100% |
780
13.0 IPS |
|
Image Segmentation (F16)
|
100% |
779
13.0 IPS |
|
Image Segmentation (I8)
|
98% |
705
11.8 IPS |
|
Pose Estimation (F32)
|
100% |
6908
8.36 IPS |
|
Pose Estimation (F16)
|
100% |
7014
8.49 IPS |
|
Pose Estimation (I8)
|
100% |
6254
7.57 IPS |
|
Object Detection (F32)
|
100% |
617
46.1 IPS |
|
Object Detection (F16)
|
100% |
626
46.7 IPS |
|
Object Detection (I8)
|
54% |
581
43.4 IPS |
|
Face Detection (F32)
|
100% |
963
11.4 IPS |
|
Face Detection (F16)
|
100% |
968
11.5 IPS |
|
Face Detection (I8)
|
89% |
885
10.5 IPS |
|
Depth Estimation (F32)
|
100% |
3577
27.7 IPS |
|
Depth Estimation (F16)
|
100% |
3559
27.6 IPS |
|
Depth Estimation (I8)
|
95% |
3045
23.6 IPS |
|
Style Transfer (F32)
|
100% |
19269
25.3 IPS |
|
Style Transfer (F16)
|
100% |
19187
25.2 IPS |
|
Style Transfer (I8)
|
98% |
15683
20.6 IPS |
|
Image Super-Resolution (F32)
|
100% |
3322
118.7 IPS |
|
Image Super-Resolution (F16)
|
100% |
3612
129.0 IPS |
|
Image Super-Resolution (I8)
|
99% |
2625
93.7 IPS |
|
Text Classification (F32)
|
90% |
607
871.8 IPS |
|
Text Classification (F16)
|
90% |
624
897.0 IPS |
|
Text Classification (I8)
|
90% |
432
620.9 IPS |
|
Machine Translation (F32)
|
100% |
1721
31.7 IPS |
|
Machine Translation (F16)
|
100% |
1763
32.4 IPS |
|
Machine Translation (I8)
|
70% |
763
14.0 IPS |