Upload Date | November 21 2024 01:49 AM |
Views | 2 |
AI Information | |
---|---|
Framework | ONNX |
Backend | QNN |
Device | Snapdragon(R) X Plus - X1P42100 - Qualcomm(R) Oryon(TM) CPU |
System Information | |
---|---|
Operating System | Microsoft Windows 11 (64-bit) |
Model | LENOVO 83HL |
Motherboard | LENOVO LNVNB161216 |
CPU Information | |
---|---|
Name | Snapdragon(R) X Plus - X1P42100 - Qualcomm(R) Oryon(TM) CPU |
Topology | 1 Processor, 8 Cores |
Identifier | ARMv8 (64-bit) Family 8 Model 1 Revision 201 |
Base Frequency | 3.42 GHz |
Cluster 1 | 4 Cores |
Cluster 2 | 4 Cores |
Memory Information | |
---|---|
Size | 32.00 GB |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (SP)
|
100% |
677
125.9 IPS |
|
Image Classification (HP)
|
100% |
10911
2.03 KIPS |
|
Image Classification (Q)
|
99% |
17081
3.19 KIPS |
|
Image Segmentation (SP)
|
100% |
812
13.2 IPS |
|
Image Segmentation (HP)
|
100% |
7750
125.6 IPS |
|
Image Segmentation (Q)
|
98% |
9473
154.0 IPS |
|
Pose Estimation (SP)
|
100% |
4699
5.48 IPS |
|
Pose Estimation (HP)
|
100% |
70180
81.9 IPS |
|
Pose Estimation (Q)
|
95% |
239783
281.1 IPS |
|
Object Detection (SP)
|
100% |
849
67.4 IPS |
|
Object Detection (HP)
|
100% |
10928
866.8 IPS |
|
Object Detection (Q)
|
82% |
15764
1.28 KIPS |
|
Face Detection (SP)
|
100% |
1837
21.8 IPS |
|
Face Detection (HP)
|
100% |
23253
276.3 IPS |
|
Face Detection (Q)
|
97% |
47218
563.0 IPS |
|
Depth Estimation (SP)
|
100% |
2364
18.2 IPS |
|
Depth Estimation (HP)
|
99% |
42290
325.8 IPS |
|
Depth Estimation (Q)
|
74% |
85973
698.6 IPS |
|
Style Transfer (SP)
|
100% |
11351
14.6 IPS |
|
Style Transfer (HP)
|
23% |
2793
96.1 IPS |
|
Style Transfer (Q)
|
98% |
184693
238.2 IPS |
|
Image Super-Resolution (SP)
|
100% |
2028
74.9 IPS |
|
Image Super-Resolution (HP)
|
100% |
30547
1.13 KIPS |
|
Image Super-Resolution (Q)
|
99% |
43939
1.63 KIPS |
|
Text Classification (SP)
|
100% |
1559
2.08 KIPS |
|
Text Classification (HP)
|
100% |
2048
2.73 KIPS |
|
Text Classification (Q)
|
95% |
3543
4.75 KIPS |
|
Machine Translation (SP)
|
100% |
2173
37.4 IPS |
|
Machine Translation (HP)
|
100% |
2904
50.0 IPS |
|
Machine Translation (Q)
|
37% |
401
39.1 IPS |