User | dynamiteCobra88 |
Upload Date | December 26 2024 11:03 PM |
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% |
691
128.4 IPS |
|
Image Classification (HP)
|
100% |
7894
1.47 KIPS |
|
Image Classification (Q)
|
99% |
11076
2.07 KIPS |
|
Image Segmentation (SP)
|
100% |
762
12.4 IPS |
|
Image Segmentation (HP)
|
100% |
7207
116.8 IPS |
|
Image Segmentation (Q)
|
98% |
9100
148.0 IPS |
|
Pose Estimation (SP)
|
100% |
5697
6.65 IPS |
|
Pose Estimation (HP)
|
100% |
68700
80.2 IPS |
|
Pose Estimation (Q)
|
95% |
228541
267.9 IPS |
|
Object Detection (SP)
|
100% |
844
66.9 IPS |
|
Object Detection (HP)
|
100% |
9369
743.2 IPS |
|
Object Detection (Q)
|
92% |
10620
847.7 IPS |
|
Face Detection (SP)
|
100% |
1879
22.3 IPS |
|
Face Detection (HP)
|
100% |
20888
248.2 IPS |
|
Face Detection (Q)
|
97% |
40944
488.2 IPS |
|
Depth Estimation (SP)
|
100% |
2439
18.8 IPS |
|
Depth Estimation (HP)
|
99% |
36969
284.8 IPS |
|
Depth Estimation (Q)
|
77% |
86635
695.1 IPS |
|
Style Transfer (SP)
|
100% |
14143
18.2 IPS |
|
Style Transfer (HP)
|
98% |
55549
71.6 IPS |
|
Style Transfer (Q)
|
98% |
199824
257.7 IPS |
|
Image Super-Resolution (SP)
|
100% |
2087
77.1 IPS |
|
Image Super-Resolution (HP)
|
100% |
24222
894.4 IPS |
|
Image Super-Resolution (Q)
|
99% |
32782
1.21 KIPS |
|
Text Classification (SP)
|
100% |
1505
2.01 KIPS |
|
Text Classification (HP)
|
100% |
1572
2.10 KIPS |
|
Text Classification (Q)
|
95% |
2017
2.70 KIPS |
|
Machine Translation (SP)
|
100% |
2024
34.9 IPS |
|
Machine Translation (HP)
|
100% |
2979
51.3 IPS |
|
Machine Translation (Q)
|
67% |
2291
44.6 IPS |