Upload Date | December 04 2024 06:31 AM |
Views | 2 |
AI Information | |
---|---|
Framework | ONNX |
Backend | QNN |
Device | Snapdragon(R) X Elite - X1E78100 - Qualcomm(R) Oryon(TM) CPU |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | LENOVO 4810UV0100 |
Motherboard | LENOVO 4810UV0100 |
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 | 32.00 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
751
139.7 IPS |
|
Image Classification (HP)
|
100% |
10725
1.99 KIPS |
|
Image Classification (Q)
|
99% |
17668
3.30 KIPS |
|
Image Segmentation (SP)
|
100% |
785
12.7 IPS |
|
Image Segmentation (HP)
|
100% |
7456
120.9 IPS |
|
Image Segmentation (Q)
|
98% |
9251
150.4 IPS |
|
Pose Estimation (SP)
|
100% |
7027
8.20 IPS |
|
Pose Estimation (HP)
|
100% |
69373
80.9 IPS |
|
Pose Estimation (Q)
|
95% |
239449
280.7 IPS |
|
Object Detection (SP)
|
100% |
928
73.6 IPS |
|
Object Detection (HP)
|
100% |
10495
832.5 IPS |
|
Object Detection (Q)
|
82% |
15599
1.26 KIPS |
|
Face Detection (SP)
|
100% |
1938
23.0 IPS |
|
Face Detection (HP)
|
100% |
22707
269.8 IPS |
|
Face Detection (Q)
|
97% |
45662
544.5 IPS |
|
Depth Estimation (SP)
|
100% |
2681
20.7 IPS |
|
Depth Estimation (HP)
|
99% |
42081
324.2 IPS |
|
Depth Estimation (Q)
|
74% |
82370
669.4 IPS |
|
Style Transfer (SP)
|
100% |
17321
22.3 IPS |
|
Style Transfer (HP)
|
23% |
2760
95.0 IPS |
|
Style Transfer (Q)
|
98% |
183366
236.5 IPS |
|
Image Super-Resolution (SP)
|
100% |
2499
92.3 IPS |
|
Image Super-Resolution (HP)
|
100% |
30950
1.14 KIPS |
|
Image Super-Resolution (Q)
|
99% |
44816
1.66 KIPS |
|
Text Classification (SP)
|
100% |
1496
2.00 KIPS |
|
Text Classification (HP)
|
100% |
2036
2.72 KIPS |
|
Text Classification (Q)
|
95% |
3737
5.01 KIPS |
|
Machine Translation (SP)
|
100% |
2213
38.1 IPS |
|
Machine Translation (HP)
|
100% |
2913
50.2 IPS |
|
Machine Translation (Q)
|
37% |
386
37.6 IPS |