Upload Date | August 11 2024 08:37 PM |
Views | 28 |
AI Information | |
---|---|
Framework | ONNX |
Backend | QNN |
Device | Snapdragon(R) X Elite - X1E78100 - Qualcomm(R) Oryon(TM) CPU |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home (64-bit) |
Model | LENOVO 83ED |
Motherboard | LENOVO LNVNB161216 |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Snapdragon(R) X Elite - X1E78100 - Qualcomm(R) Oryon(TM) CPU |
Topology | 1 Processor, 12 Cores |
Identifier | ARMv8 (64-bit) Family 8 Model 1 Revision 201 |
Base Frequency | 3.42 GHz |
Cluster 1 | 8 Cores |
Cluster 2 | 4 Cores |
Memory Information | |
---|---|
Size | 16.00 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
751
139.7 IPS |
|
Image Classification (HP)
|
100% |
10940
2.03 KIPS |
|
Image Classification (Q)
|
99% |
17776
3.32 KIPS |
|
Image Segmentation (SP)
|
100% |
869
14.1 IPS |
|
Image Segmentation (HP)
|
100% |
7168
116.2 IPS |
|
Image Segmentation (Q)
|
98% |
9443
153.6 IPS |
|
Pose Estimation (SP)
|
100% |
5645
6.59 IPS |
|
Pose Estimation (HP)
|
100% |
69066
80.6 IPS |
|
Pose Estimation (Q)
|
95% |
234229
274.5 IPS |
|
Object Detection (SP)
|
100% |
953
75.6 IPS |
|
Object Detection (HP)
|
100% |
11448
908.0 IPS |
|
Object Detection (Q)
|
82% |
15624
1.26 KIPS |
|
Face Detection (SP)
|
100% |
1930
22.9 IPS |
|
Face Detection (HP)
|
100% |
23559
279.9 IPS |
|
Face Detection (Q)
|
97% |
46926
559.6 IPS |
|
Depth Estimation (SP)
|
100% |
2681
20.7 IPS |
|
Depth Estimation (HP)
|
99% |
41494
319.7 IPS |
|
Depth Estimation (Q)
|
71% |
86157
716.4 IPS |
|
Style Transfer (SP)
|
100% |
9643
12.4 IPS |
|
Style Transfer (HP)
|
23% |
2692
92.7 IPS |
|
Style Transfer (Q)
|
98% |
179704
231.8 IPS |
|
Image Super-Resolution (SP)
|
100% |
2081
76.8 IPS |
|
Image Super-Resolution (HP)
|
100% |
30327
1.12 KIPS |
|
Image Super-Resolution (Q)
|
99% |
44268
1.64 KIPS |
|
Text Classification (SP)
|
100% |
1564
2.09 KIPS |
|
Text Classification (HP)
|
100% |
2079
2.78 KIPS |
|
Text Classification (Q)
|
95% |
3731
5.00 KIPS |
|
Machine Translation (SP)
|
100% |
2243
38.6 IPS |
|
Machine Translation (HP)
|
100% |
2917
50.3 IPS |
|
Machine Translation (Q)
|
37% |
393
38.3 IPS |