User | dynamiteCobra88 |
Upload Date | December 15 2024 06:12 PM |
Views | 3 |
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% |
726
135.0 IPS |
|
Image Classification (HP)
|
100% |
7838
1.46 KIPS |
|
Image Classification (Q)
|
99% |
11047
2.06 KIPS |
|
Image Segmentation (SP)
|
100% |
827
13.4 IPS |
|
Image Segmentation (HP)
|
100% |
7272
117.9 IPS |
|
Image Segmentation (Q)
|
98% |
9199
149.6 IPS |
|
Pose Estimation (SP)
|
100% |
5901
6.89 IPS |
|
Pose Estimation (HP)
|
100% |
68986
80.5 IPS |
|
Pose Estimation (Q)
|
95% |
228439
267.8 IPS |
|
Object Detection (SP)
|
100% |
892
70.7 IPS |
|
Object Detection (HP)
|
100% |
9374
743.6 IPS |
|
Object Detection (Q)
|
92% |
10725
856.1 IPS |
|
Face Detection (SP)
|
100% |
1894
22.5 IPS |
|
Face Detection (HP)
|
100% |
21606
256.7 IPS |
|
Face Detection (Q)
|
97% |
40390
481.6 IPS |
|
Depth Estimation (SP)
|
100% |
2516
19.4 IPS |
|
Depth Estimation (HP)
|
99% |
37879
291.8 IPS |
|
Depth Estimation (Q)
|
77% |
90003
722.1 IPS |
|
Style Transfer (SP)
|
100% |
14417
18.5 IPS |
|
Style Transfer (HP)
|
98% |
55256
71.3 IPS |
|
Style Transfer (Q)
|
98% |
196505
253.4 IPS |
|
Image Super-Resolution (SP)
|
100% |
2170
80.1 IPS |
|
Image Super-Resolution (HP)
|
100% |
23759
877.3 IPS |
|
Image Super-Resolution (Q)
|
99% |
32912
1.22 KIPS |
|
Text Classification (SP)
|
100% |
1559
2.08 KIPS |
|
Text Classification (HP)
|
100% |
1564
2.09 KIPS |
|
Text Classification (Q)
|
95% |
2044
2.74 KIPS |
|
Machine Translation (SP)
|
100% |
2043
35.2 IPS |
|
Machine Translation (HP)
|
100% |
3016
52.0 IPS |
|
Machine Translation (Q)
|
67% |
2303
44.8 IPS |