User | dynamiteCobra88 |
Upload Date | December 11 2024 05:50 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% |
434
80.8 IPS |
|
Image Classification (HP)
|
100% |
7699
1.43 KIPS |
|
Image Classification (Q)
|
99% |
10837
2.02 KIPS |
|
Image Segmentation (SP)
|
100% |
574
9.30 IPS |
|
Image Segmentation (HP)
|
100% |
7114
115.3 IPS |
|
Image Segmentation (Q)
|
98% |
8904
144.8 IPS |
|
Pose Estimation (SP)
|
100% |
3502
4.09 IPS |
|
Pose Estimation (HP)
|
100% |
68492
79.9 IPS |
|
Pose Estimation (Q)
|
95% |
219319
257.1 IPS |
|
Object Detection (SP)
|
100% |
585
46.4 IPS |
|
Object Detection (HP)
|
100% |
8826
700.1 IPS |
|
Object Detection (Q)
|
92% |
9868
787.7 IPS |
|
Face Detection (SP)
|
100% |
1408
16.7 IPS |
|
Face Detection (HP)
|
100% |
20296
241.2 IPS |
|
Face Detection (Q)
|
97% |
37305
444.8 IPS |
|
Depth Estimation (SP)
|
100% |
1428
11.0 IPS |
|
Depth Estimation (HP)
|
99% |
38209
294.4 IPS |
|
Depth Estimation (Q)
|
77% |
83582
670.6 IPS |
|
Style Transfer (SP)
|
100% |
7127
9.16 IPS |
|
Style Transfer (HP)
|
98% |
56227
72.5 IPS |
|
Style Transfer (Q)
|
98% |
196469
253.3 IPS |
|
Image Super-Resolution (SP)
|
100% |
1253
46.3 IPS |
|
Image Super-Resolution (HP)
|
100% |
22438
828.5 IPS |
|
Image Super-Resolution (Q)
|
99% |
31993
1.18 KIPS |
|
Text Classification (SP)
|
100% |
1170
1.56 KIPS |
|
Text Classification (HP)
|
100% |
1436
1.92 KIPS |
|
Text Classification (Q)
|
95% |
1909
2.56 KIPS |
|
Machine Translation (SP)
|
100% |
1350
23.3 IPS |
|
Machine Translation (HP)
|
100% |
2796
48.2 IPS |
|
Machine Translation (Q)
|
67% |
2160
42.0 IPS |