User | TechnoCat |
Upload Date | November 13 2024 05:58 PM |
Views | 3 |
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 21N1000EIV |
Motherboard | LENOVO 21N1000EIV |
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% |
738
137.2 IPS |
|
Image Classification (HP)
|
100% |
11078
2.06 KIPS |
|
Image Classification (Q)
|
99% |
17725
3.31 KIPS |
|
Image Segmentation (SP)
|
100% |
856
13.9 IPS |
|
Image Segmentation (HP)
|
100% |
7580
122.9 IPS |
|
Image Segmentation (Q)
|
98% |
9289
151.0 IPS |
|
Pose Estimation (SP)
|
100% |
6865
8.01 IPS |
|
Pose Estimation (HP)
|
100% |
70066
81.8 IPS |
|
Pose Estimation (Q)
|
95% |
244459
286.5 IPS |
|
Object Detection (SP)
|
100% |
932
73.9 IPS |
|
Object Detection (HP)
|
100% |
11321
898.0 IPS |
|
Object Detection (Q)
|
82% |
16018
1.30 KIPS |
|
Face Detection (SP)
|
100% |
1903
22.6 IPS |
|
Face Detection (HP)
|
100% |
22952
272.7 IPS |
|
Face Detection (Q)
|
97% |
47150
562.2 IPS |
|
Depth Estimation (SP)
|
100% |
2667
20.5 IPS |
|
Depth Estimation (HP)
|
99% |
42639
328.5 IPS |
|
Depth Estimation (Q)
|
74% |
83212
676.2 IPS |
|
Style Transfer (SP)
|
100% |
16913
21.7 IPS |
|
Style Transfer (HP)
|
23% |
2815
96.9 IPS |
|
Style Transfer (Q)
|
98% |
182539
235.4 IPS |
|
Image Super-Resolution (SP)
|
100% |
2443
90.2 IPS |
|
Image Super-Resolution (HP)
|
100% |
30830
1.14 KIPS |
|
Image Super-Resolution (Q)
|
99% |
44870
1.66 KIPS |
|
Text Classification (SP)
|
100% |
1469
1.96 KIPS |
|
Text Classification (HP)
|
100% |
2077
2.77 KIPS |
|
Text Classification (Q)
|
95% |
3606
4.84 KIPS |
|
Machine Translation (SP)
|
100% |
2239
38.6 IPS |
|
Machine Translation (HP)
|
100% |
2850
49.1 IPS |
|
Machine Translation (Q)
|
37% |
392
38.2 IPS |