Upload Date | December 04 2024 06:49 AM |
Views | 1 |
AI Information | |
---|---|
Framework | ONNX |
Backend | QNN |
Device | Snapdragon(R) X 12-core X1E80100 @ 3.40 GHz |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home Insider Preview (64-bit) |
Model | Microsoft Corporation Microsoft Surface Pro, 11th Edition |
Motherboard | Microsoft Corporation Microsoft Surface Pro, 11th Edition |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Snapdragon(R) X 12-core X1E80100 @ 3.40 GHz |
Topology | 1 Processor, 12 Cores |
Identifier | ARMv8 (64-bit) Family 8 Model 1 Revision 201 |
Base Frequency | 3.42 GHz |
Cluster 1 | 8 Cores |
Cluster 2 | 4 Cores |
Memory Information | |
---|---|
Size | 32.00 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
292
54.3 IPS |
|
Image Classification (HP)
|
100% |
5012
932.2 IPS |
|
Image Classification (Q)
|
99% |
9674
1.80 KIPS |
|
Image Segmentation (SP)
|
100% |
678
11.0 IPS |
|
Image Segmentation (HP)
|
100% |
6862
111.2 IPS |
|
Image Segmentation (Q)
|
98% |
7818
127.1 IPS |
|
Pose Estimation (SP)
|
100% |
2092
2.44 IPS |
|
Pose Estimation (HP)
|
100% |
66687
77.8 IPS |
|
Pose Estimation (Q)
|
95% |
189831
222.5 IPS |
|
Object Detection (SP)
|
100% |
80
6.37 IPS |
|
Object Detection (HP)
|
100% |
7958
631.2 IPS |
|
Object Detection (Q)
|
92% |
9165
731.6 IPS |
|
Face Detection (SP)
|
100% |
1380
16.4 IPS |
|
Face Detection (HP)
|
100% |
15974
189.8 IPS |
|
Face Detection (Q)
|
97% |
36179
431.4 IPS |
|
Depth Estimation (SP)
|
100% |
2369
18.3 IPS |
|
Depth Estimation (HP)
|
99% |
37320
287.5 IPS |
|
Depth Estimation (Q)
|
77% |
64601
518.3 IPS |
|
Style Transfer (SP)
|
100% |
4591
5.90 IPS |
|
Style Transfer (HP)
|
98% |
54122
69.8 IPS |
|
Style Transfer (Q)
|
98% |
181144
233.6 IPS |
|
Image Super-Resolution (SP)
|
100% |
156
5.76 IPS |
|
Image Super-Resolution (HP)
|
100% |
21624
798.5 IPS |
|
Image Super-Resolution (Q)
|
99% |
24603
911.0 IPS |
|
Text Classification (SP)
|
100% |
603
805.1 IPS |
|
Text Classification (HP)
|
100% |
973
1.30 KIPS |
|
Text Classification (Q)
|
95% |
1322
1.77 KIPS |
|
Machine Translation (SP)
|
100% |
2034
35.0 IPS |
|
Machine Translation (HP)
|
100% |
2013
34.7 IPS |
|
Machine Translation (Q)
|
67% |
1409
27.4 IPS |