| User | soha |
| Upload Date | May 21 2025 09:16 AM |
| Views | 8 |
| AI Information | |
|---|---|
| Framework | ONNX |
| Backend | QNN |
| Device | Snapdragon(R) X 12-core X1E80100 @ 3.40 GHz |
| System Information | |
|---|---|
| Operating System | Microsoft Windows 11 Pro Insider Preview (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% |
738
137.2 IPS |
|
|
Image Classification (HP)
|
100% |
9677
1.80 KIPS |
|
|
Image Classification (Q)
|
99% |
17345
3.24 KIPS |
|
|
Image Segmentation (SP)
|
100% |
642
10.4 IPS |
|
|
Image Segmentation (HP)
|
100% |
7728
125.3 IPS |
|
|
Image Segmentation (Q)
|
98% |
15203
247.2 IPS |
|
|
Pose Estimation (SP)
|
100% |
6774
7.90 IPS |
|
|
Pose Estimation (HP)
|
100% |
66397
77.5 IPS |
|
|
Pose Estimation (Q)
|
95% |
204822
240.1 IPS |
|
|
Object Detection (SP)
|
100% |
926
73.4 IPS |
|
|
Object Detection (HP)
|
100% |
10582
839.4 IPS |
|
|
Object Detection (Q)
|
92% |
16950
1.35 KIPS |
|
|
Face Detection (SP)
|
100% |
1962
23.3 IPS |
|
|
Face Detection (HP)
|
100% |
18035
214.3 IPS |
|
|
Face Detection (Q)
|
97% |
45887
547.2 IPS |
|
|
Depth Estimation (SP)
|
100% |
2624
20.2 IPS |
|
|
Depth Estimation (HP)
|
99% |
40037
308.5 IPS |
|
|
Depth Estimation (Q)
|
78% |
92885
741.4 IPS |
|
|
Style Transfer (SP)
|
100% |
17280
22.2 IPS |
|
|
Style Transfer (HP)
|
98% |
54497
70.3 IPS |
|
|
Style Transfer (Q)
|
98% |
236349
304.8 IPS |
|
|
Image Super-Resolution (SP)
|
100% |
2400
88.6 IPS |
|
|
Image Super-Resolution (HP)
|
100% |
25992
959.8 IPS |
|
|
Image Super-Resolution (Q)
|
99% |
52678
1.95 KIPS |
|
|
Text Classification (SP)
|
100% |
1515
2.02 KIPS |
|
|
Text Classification (HP)
|
100% |
1630
2.18 KIPS |
|
|
Text Classification (Q)
|
95% |
2182
2.93 KIPS |
|
|
Machine Translation (SP)
|
100% |
2333
40.2 IPS |
|
|
Machine Translation (HP)
|
100% |
2733
47.1 IPS |
|
|
Machine Translation (Q)
|
67% |
3965
77.2 IPS |