Upload Date | September 13 2024 09:30 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | HUAWEI MACHC-WAX9 |
Motherboard | HUAWEI MACHC-WAX9-PCB |
Power Plan | Rovnovha |
CPU Information | |
---|---|
Name | Intel Core i7-10510U |
Topology | 1 Processor, 4 Cores, 8 Threads |
Identifier | GenuineIntel Family 6 Model 142 Stepping 12 |
Base Frequency | 2.30 GHz |
Cluster 1 | 4 Cores |
L1 Instruction Cache | 32.0 KB x 4 |
L1 Data Cache | 32.0 KB x 4 |
L2 Cache | 256 KB x 4 |
L3 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 16.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | Intel(R) UHD Graphics |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
346
64.7 IPS |
|
Image Classification (F16)
|
100% |
373
69.9 IPS |
|
Image Classification (I8)
|
100% |
345
64.5 IPS |
|
Image Segmentation (F32)
|
100% |
572
9.55 IPS |
|
Image Segmentation (F16)
|
100% |
571
9.54 IPS |
|
Image Segmentation (I8)
|
98% |
491
8.20 IPS |
|
Pose Estimation (F32)
|
100% |
2293
2.78 IPS |
|
Pose Estimation (F16)
|
100% |
2291
2.77 IPS |
|
Pose Estimation (I8)
|
100% |
2108
2.55 IPS |
|
Object Detection (F32)
|
100% |
444
33.2 IPS |
|
Object Detection (F16)
|
100% |
444
33.1 IPS |
|
Object Detection (I8)
|
54% |
410
30.6 IPS |
|
Face Detection (F32)
|
100% |
782
9.30 IPS |
|
Face Detection (F16)
|
100% |
787
9.36 IPS |
|
Face Detection (I8)
|
89% |
658
7.82 IPS |
|
Depth Estimation (F32)
|
100% |
1683
13.0 IPS |
|
Depth Estimation (F16)
|
100% |
1682
13.0 IPS |
|
Depth Estimation (I8)
|
95% |
1490
11.6 IPS |
|
Style Transfer (F32)
|
100% |
5822
7.66 IPS |
|
Style Transfer (F16)
|
100% |
5852
7.70 IPS |
|
Style Transfer (I8)
|
98% |
5068
6.67 IPS |
|
Image Super-Resolution (F32)
|
100% |
1190
42.5 IPS |
|
Image Super-Resolution (F16)
|
100% |
1191
42.5 IPS |
|
Image Super-Resolution (I8)
|
99% |
924
33.0 IPS |
|
Text Classification (F32)
|
100% |
458
658.8 IPS |
|
Text Classification (F16)
|
100% |
447
641.8 IPS |
|
Text Classification (I8)
|
98% |
282
405.1 IPS |
|
Machine Translation (F32)
|
100% |
456
8.39 IPS |
|
Machine Translation (F16)
|
100% |
457
8.40 IPS |
|
Machine Translation (I8)
|
70% |
300
5.53 IPS |