| User | TechnoCat | 
| Upload Date | November 12 2024 07:28 PM | 
| Views | 16 | 
| AI Information | |
|---|---|
| Framework | ONNX | 
| Backend | QNN | 
| Device | Snapdragon(R) X Plus - X1P64100 - Qualcomm(R) Oryon(TM) CPU | 
| System Information | |
|---|---|
| Operating System | Microsoft Windows 11 Pro (64-bit) | 
| Model | Dell Inc. Latitude 7455 | 
| Motherboard | Dell Inc. 0NG0W1 | 
| Power Plan | Balanced | 
| CPU Information | |
|---|---|
| Name | Snapdragon(R) X Plus - X1P64100 - Qualcomm(R) Oryon(TM) CPU | 
| 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% | 
729
 135.5 IPS  | 
|
| 
Image Classification (HP)
 | 
100% | 
10415
 1.94 KIPS  | 
|
| 
Image Classification (Q)
 | 
99% | 
17210
 3.21 KIPS  | 
|
| 
Image Segmentation (SP)
 | 
100% | 
828
 13.4 IPS  | 
|
| 
Image Segmentation (HP)
 | 
100% | 
7486
 121.4 IPS  | 
|
| 
Image Segmentation (Q)
 | 
98% | 
9065
 147.4 IPS  | 
|
| 
Pose Estimation (SP)
 | 
100% | 
5956
 6.95 IPS  | 
|
| 
Pose Estimation (HP)
 | 
100% | 
69105
 80.6 IPS  | 
|
| 
Pose Estimation (Q)
 | 
95% | 
237295
 278.1 IPS  | 
|
| 
Object Detection (SP)
 | 
100% | 
897
 71.2 IPS  | 
|
| 
Object Detection (HP)
 | 
100% | 
10676
 846.8 IPS  | 
|
| 
Object Detection (Q)
 | 
82% | 
15762
 1.28 KIPS  | 
|
| 
Face Detection (SP)
 | 
100% | 
1893
 22.5 IPS  | 
|
| 
Face Detection (HP)
 | 
100% | 
22622
 268.8 IPS  | 
|
| 
Face Detection (Q)
 | 
97% | 
44640
 532.3 IPS  | 
|
| 
Depth Estimation (SP)
 | 
100% | 
2582
 19.9 IPS  | 
|
| 
Depth Estimation (HP)
 | 
99% | 
41271
 318.0 IPS  | 
|
| 
Depth Estimation (Q)
 | 
74% | 
81027
 658.4 IPS  | 
|
| 
Style Transfer (SP)
 | 
100% | 
14706
 18.9 IPS  | 
|
| 
Style Transfer (HP)
 | 
23% | 
2772
 95.4 IPS  | 
|
| 
Style Transfer (Q)
 | 
98% | 
179802
 231.9 IPS  | 
|
| 
Image Super-Resolution (SP)
 | 
100% | 
2162
 79.8 IPS  | 
|
| 
Image Super-Resolution (HP)
 | 
100% | 
30852
 1.14 KIPS  | 
|
| 
Image Super-Resolution (Q)
 | 
99% | 
41012
 1.52 KIPS  | 
|
| 
Text Classification (SP)
 | 
100% | 
1488
 1.99 KIPS  | 
|
| 
Text Classification (HP)
 | 
100% | 
2129
 2.84 KIPS  | 
|
| 
Text Classification (Q)
 | 
95% | 
3334
 4.47 KIPS  | 
|
| 
Machine Translation (SP)
 | 
100% | 
2172
 37.4 IPS  | 
|
| 
Machine Translation (HP)
 | 
100% | 
2797
 48.2 IPS  | 
|
| 
Machine Translation (Q)
 | 
37% | 
378
 36.8 IPS  |