Upload Date | July 02 2025 06:15 AM |
Views | 5 |
AI Information | |
---|---|
Framework | ONNX |
Backend | QNN |
Device | Snapdragon(R) X 12-core X1E80100 @ 3.40 GHz |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home (64-bit) |
Model | Microsoft Corporation Microsoft Surface Pro with 5G, 11th Edition |
Motherboard | Microsoft Corporation Microsoft Surface Pro with 5G, 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 | 16.00 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
716
133.1 IPS |
|
Image Classification (HP)
|
100% |
10296
1.91 KIPS |
|
Image Classification (Q)
|
99% |
17514
3.27 KIPS |
|
Image Segmentation (SP)
|
100% |
807
13.1 IPS |
|
Image Segmentation (HP)
|
100% |
8018
130.0 IPS |
|
Image Segmentation (Q)
|
98% |
17051
277.3 IPS |
|
Pose Estimation (SP)
|
100% |
6368
7.43 IPS |
|
Pose Estimation (HP)
|
100% |
70581
82.4 IPS |
|
Pose Estimation (Q)
|
95% |
241018
282.5 IPS |
|
Object Detection (SP)
|
100% |
846
67.1 IPS |
|
Object Detection (HP)
|
100% |
10755
853.1 IPS |
|
Object Detection (Q)
|
92% |
17524
1.40 KIPS |
|
Face Detection (SP)
|
100% |
1496
17.8 IPS |
|
Face Detection (HP)
|
100% |
22299
265.0 IPS |
|
Face Detection (Q)
|
97% |
47184
562.6 IPS |
|
Depth Estimation (SP)
|
100% |
1874
14.4 IPS |
|
Depth Estimation (HP)
|
99% |
40399
311.3 IPS |
|
Depth Estimation (Q)
|
78% |
95863
765.1 IPS |
|
Style Transfer (SP)
|
100% |
8727
11.2 IPS |
|
Style Transfer (HP)
|
98% |
56902
73.4 IPS |
|
Style Transfer (Q)
|
98% |
243371
313.8 IPS |
|
Image Super-Resolution (SP)
|
100% |
1470
54.3 IPS |
|
Image Super-Resolution (HP)
|
100% |
26537
979.9 IPS |
|
Image Super-Resolution (Q)
|
99% |
53127
1.96 KIPS |
|
Text Classification (SP)
|
100% |
967
1.29 KIPS |
|
Text Classification (HP)
|
100% |
2069
2.76 KIPS |
|
Text Classification (Q)
|
95% |
2973
3.99 KIPS |
|
Machine Translation (SP)
|
100% |
1406
24.2 IPS |
|
Machine Translation (HP)
|
100% |
3366
58.0 IPS |
|
Machine Translation (Q)
|
67% |
4949
96.3 IPS |