Upload Date | October 19 2024 06:45 PM |
Views | 25 |
AI Information | |
---|---|
Framework | ONNX |
Backend | QNN |
Device | Snapdragon(R) X Elite - X1E001DE - Qualcomm(R) Oryon(TM) CPU |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro for Workstations (64-bit) |
Model | Qualcomm Snapdragon-Devkit |
Motherboard | |
Power Plan | Balanced |
CPU Information | |
---|---|
Name | Snapdragon(R) X Elite - X1E001DE - Qualcomm(R) Oryon(TM) CPU |
Topology | 1 Processor, 12 Cores |
Identifier | ARMv8 (64-bit) Family 8 Model 1 Revision 201 |
Base Frequency | 4.30 GHz |
Cluster 1 | 8 Cores |
Cluster 2 | 4 Cores |
Memory Information | |
---|---|
Size | 32.00 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
811
150.8 IPS |
|
Image Classification (HP)
|
100% |
11064
2.06 KIPS |
|
Image Classification (Q)
|
99% |
17549
3.27 KIPS |
|
Image Segmentation (SP)
|
100% |
937
15.2 IPS |
|
Image Segmentation (HP)
|
100% |
7568
122.7 IPS |
|
Image Segmentation (Q)
|
98% |
9266
150.7 IPS |
|
Pose Estimation (SP)
|
100% |
7646
8.92 IPS |
|
Pose Estimation (HP)
|
100% |
69747
81.4 IPS |
|
Pose Estimation (Q)
|
95% |
243482
285.4 IPS |
|
Object Detection (SP)
|
100% |
1018
80.8 IPS |
|
Object Detection (HP)
|
100% |
11013
873.5 IPS |
|
Object Detection (Q)
|
82% |
16417
1.33 KIPS |
|
Face Detection (SP)
|
100% |
2051
24.4 IPS |
|
Face Detection (HP)
|
100% |
23310
277.0 IPS |
|
Face Detection (Q)
|
97% |
47625
567.9 IPS |
|
Depth Estimation (SP)
|
100% |
2962
22.8 IPS |
|
Depth Estimation (HP)
|
99% |
42310
326.0 IPS |
|
Depth Estimation (Q)
|
74% |
84311
685.1 IPS |
|
Style Transfer (SP)
|
100% |
19170
24.6 IPS |
|
Style Transfer (HP)
|
23% |
2742
94.4 IPS |
|
Style Transfer (Q)
|
98% |
184347
237.8 IPS |
|
Image Super-Resolution (SP)
|
100% |
2683
99.1 IPS |
|
Image Super-Resolution (HP)
|
100% |
28504
1.05 KIPS |
|
Image Super-Resolution (Q)
|
99% |
42587
1.58 KIPS |
|
Text Classification (SP)
|
100% |
1605
2.14 KIPS |
|
Text Classification (HP)
|
100% |
2095
2.80 KIPS |
|
Text Classification (Q)
|
95% |
3598
4.83 KIPS |
|
Machine Translation (SP)
|
100% |
2418
41.7 IPS |
|
Machine Translation (HP)
|
100% |
2842
48.9 IPS |
|
Machine Translation (Q)
|
37% |
386
37.6 IPS |