User | dynamiteCobra88 |
Upload Date | December 21 2024 04:36 AM |
Views | 2 |
AI Information | |
---|---|
Framework | ONNX |
Backend | QNN |
Device | Snapdragon(R) X 10-core X1P64100 @ 3.40 GHz |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home (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 10-core X1P64100 @ 3.40 GHz |
Topology | 1 Processor, 10 Cores |
Identifier | ARMv8 (64-bit) Family 8 Model 1 Revision 201 |
Base Frequency | 3.42 GHz |
Cluster 1 | 6 Cores |
Cluster 2 | 4 Cores |
Memory Information | |
---|---|
Size | 16.00 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
648
120.5 IPS |
|
Image Classification (HP)
|
100% |
9015
1.68 KIPS |
|
Image Classification (Q)
|
99% |
13218
2.47 KIPS |
|
Image Segmentation (SP)
|
100% |
698
11.3 IPS |
|
Image Segmentation (HP)
|
100% |
7185
116.5 IPS |
|
Image Segmentation (Q)
|
98% |
9092
147.8 IPS |
|
Pose Estimation (SP)
|
100% |
5225
6.10 IPS |
|
Pose Estimation (HP)
|
100% |
67347
78.6 IPS |
|
Pose Estimation (Q)
|
95% |
228949
268.4 IPS |
|
Object Detection (SP)
|
100% |
842
66.8 IPS |
|
Object Detection (HP)
|
100% |
9589
760.6 IPS |
|
Object Detection (Q)
|
92% |
11563
923.0 IPS |
|
Face Detection (SP)
|
100% |
1821
21.6 IPS |
|
Face Detection (HP)
|
100% |
20870
248.0 IPS |
|
Face Detection (Q)
|
97% |
39878
475.5 IPS |
|
Depth Estimation (SP)
|
100% |
2368
18.2 IPS |
|
Depth Estimation (HP)
|
99% |
38750
298.5 IPS |
|
Depth Estimation (Q)
|
77% |
93776
752.4 IPS |
|
Style Transfer (SP)
|
100% |
13280
17.1 IPS |
|
Style Transfer (HP)
|
98% |
54527
70.3 IPS |
|
Style Transfer (Q)
|
98% |
198537
256.0 IPS |
|
Image Super-Resolution (SP)
|
100% |
2020
74.6 IPS |
|
Image Super-Resolution (HP)
|
100% |
26667
984.7 IPS |
|
Image Super-Resolution (Q)
|
99% |
38588
1.43 KIPS |
|
Text Classification (SP)
|
100% |
1496
2.00 KIPS |
|
Text Classification (HP)
|
100% |
1991
2.66 KIPS |
|
Text Classification (Q)
|
95% |
3546
4.75 KIPS |
|
Machine Translation (SP)
|
100% |
2044
35.2 IPS |
|
Machine Translation (HP)
|
100% |
2891
49.8 IPS |
|
Machine Translation (Q)
|
67% |
2152
41.9 IPS |