User | dynamiteCobra88 |
Upload Date | December 21 2024 02:44 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% |
162
30.1 IPS |
|
Image Classification (HP)
|
100% |
8833
1.64 KIPS |
|
Image Classification (Q)
|
99% |
12744
2.38 KIPS |
|
Image Segmentation (SP)
|
100% |
174
2.82 IPS |
|
Image Segmentation (HP)
|
100% |
6661
108.0 IPS |
|
Image Segmentation (Q)
|
98% |
8740
142.1 IPS |
|
Pose Estimation (SP)
|
100% |
1184
1.38 IPS |
|
Pose Estimation (HP)
|
100% |
67900
79.2 IPS |
|
Pose Estimation (Q)
|
95% |
226407
265.4 IPS |
|
Object Detection (SP)
|
100% |
173
13.7 IPS |
|
Object Detection (HP)
|
100% |
8372
664.1 IPS |
|
Object Detection (Q)
|
92% |
10947
873.8 IPS |
|
Face Detection (SP)
|
100% |
186
2.21 IPS |
|
Face Detection (HP)
|
100% |
16386
194.7 IPS |
|
Face Detection (Q)
|
97% |
29218
348.4 IPS |
|
Depth Estimation (SP)
|
100% |
238
1.83 IPS |
|
Depth Estimation (HP)
|
99% |
40137
309.2 IPS |
|
Depth Estimation (Q)
|
77% |
88872
713.0 IPS |
|
Style Transfer (SP)
|
100% |
1714
2.20 IPS |
|
Style Transfer (HP)
|
98% |
56041
72.3 IPS |
|
Style Transfer (Q)
|
98% |
202692
261.4 IPS |
|
Image Super-Resolution (SP)
|
100% |
152
5.61 IPS |
|
Image Super-Resolution (HP)
|
100% |
26042
961.6 IPS |
|
Image Super-Resolution (Q)
|
99% |
31690
1.17 KIPS |
|
Text Classification (SP)
|
100% |
85
113.3 IPS |
|
Text Classification (HP)
|
100% |
2138
2.85 KIPS |
|
Text Classification (Q)
|
95% |
3026
4.06 KIPS |
|
Machine Translation (SP)
|
100% |
169
2.91 IPS |
|
Machine Translation (HP)
|
100% |
2333
40.2 IPS |
|
Machine Translation (Q)
|
67% |
1787
34.8 IPS |