Upload Date | September 13 2024 09:39 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 | NVIDIA GeForce MX250 |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
585
109.5 IPS |
|
Image Classification (F16)
|
100% |
587
109.8 IPS |
|
Image Classification (I8)
|
100% |
507
94.9 IPS |
|
Image Segmentation (F32)
|
100% |
815
13.6 IPS |
|
Image Segmentation (F16)
|
100% |
802
13.4 IPS |
|
Image Segmentation (I8)
|
98% |
680
11.4 IPS |
|
Pose Estimation (F32)
|
100% |
4510
5.46 IPS |
|
Pose Estimation (F16)
|
100% |
4476
5.42 IPS |
|
Pose Estimation (I8)
|
100% |
4053
4.91 IPS |
|
Object Detection (F32)
|
100% |
723
54.0 IPS |
|
Object Detection (F16)
|
100% |
730
54.5 IPS |
|
Object Detection (I8)
|
58% |
644
48.1 IPS |
|
Face Detection (F32)
|
100% |
1240
14.7 IPS |
|
Face Detection (F16)
|
100% |
1244
14.8 IPS |
|
Face Detection (I8)
|
89% |
1021
12.1 IPS |
|
Depth Estimation (F32)
|
100% |
2629
20.4 IPS |
|
Depth Estimation (F16)
|
100% |
2621
20.3 IPS |
|
Depth Estimation (I8)
|
95% |
2268
17.6 IPS |
|
Style Transfer (F32)
|
100% |
10368
13.6 IPS |
|
Style Transfer (F16)
|
100% |
10388
13.7 IPS |
|
Style Transfer (I8)
|
98% |
8884
11.7 IPS |
|
Image Super-Resolution (F32)
|
100% |
2646
94.5 IPS |
|
Image Super-Resolution (F16)
|
100% |
2996
107.0 IPS |
|
Image Super-Resolution (I8)
|
99% |
1950
69.7 IPS |
|
Text Classification (F32)
|
100% |
768
1.10 KIPS |
|
Text Classification (F16)
|
100% |
856
1.23 KIPS |
|
Text Classification (I8)
|
98% |
470
674.9 IPS |
|
Machine Translation (F32)
|
100% |
1090
20.1 IPS |
|
Machine Translation (F16)
|
100% |
1077
19.8 IPS |
|
Machine Translation (I8)
|
68% |
545
10.0 IPS |