User | dynamiteCobra88 |
Upload Date | December 11 2024 06:11 AM |
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% |
709
131.9 IPS |
|
Image Classification (HP)
|
100% |
7767
1.44 KIPS |
|
Image Classification (Q)
|
99% |
10896
2.03 KIPS |
|
Image Segmentation (SP)
|
100% |
802
13.0 IPS |
|
Image Segmentation (HP)
|
100% |
7288
118.1 IPS |
|
Image Segmentation (Q)
|
98% |
9101
148.0 IPS |
|
Pose Estimation (SP)
|
100% |
5656
6.60 IPS |
|
Pose Estimation (HP)
|
100% |
69150
80.7 IPS |
|
Pose Estimation (Q)
|
95% |
227083
266.2 IPS |
|
Object Detection (SP)
|
100% |
872
69.2 IPS |
|
Object Detection (HP)
|
100% |
9352
741.8 IPS |
|
Object Detection (Q)
|
92% |
10698
853.9 IPS |
|
Face Detection (SP)
|
100% |
1879
22.3 IPS |
|
Face Detection (HP)
|
100% |
21033
249.9 IPS |
|
Face Detection (Q)
|
97% |
40505
483.0 IPS |
|
Depth Estimation (SP)
|
100% |
2440
18.8 IPS |
|
Depth Estimation (HP)
|
99% |
39121
301.4 IPS |
|
Depth Estimation (Q)
|
77% |
88931
713.5 IPS |
|
Style Transfer (SP)
|
100% |
12293
15.8 IPS |
|
Style Transfer (HP)
|
98% |
55560
71.6 IPS |
|
Style Transfer (Q)
|
98% |
200686
258.8 IPS |
|
Image Super-Resolution (SP)
|
100% |
2130
78.7 IPS |
|
Image Super-Resolution (HP)
|
100% |
23645
873.1 IPS |
|
Image Super-Resolution (Q)
|
99% |
32266
1.19 KIPS |
|
Text Classification (SP)
|
100% |
1577
2.10 KIPS |
|
Text Classification (HP)
|
100% |
1576
2.10 KIPS |
|
Text Classification (Q)
|
95% |
2042
2.74 KIPS |
|
Machine Translation (SP)
|
100% |
2047
35.3 IPS |
|
Machine Translation (HP)
|
100% |
3013
51.9 IPS |
|
Machine Translation (Q)
|
67% |
2353
45.8 IPS |