Upload Date | November 04 2024 05:59 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | LENOVO 21NH |
Motherboard | LENOVO LNVNB161216 |
Power Plan | Balanced |
CPU Information | |
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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 |
Inference Information | |
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Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
662
123.9 IPS |
|
Image Classification (F16)
|
100% |
661
123.6 IPS |
|
Image Classification (I8)
|
99% |
3549
664.2 IPS |
|
Image Segmentation (F32)
|
100% |
649
10.8 IPS |
|
Image Segmentation (F16)
|
100% |
601
10.0 IPS |
|
Image Segmentation (I8)
|
98% |
2096
35.0 IPS |
|
Pose Estimation (F32)
|
100% |
4492
5.44 IPS |
|
Pose Estimation (F16)
|
100% |
4593
5.56 IPS |
|
Pose Estimation (I8)
|
100% |
17393
21.1 IPS |
|
Object Detection (F32)
|
100% |
826
61.7 IPS |
|
Object Detection (F16)
|
100% |
808
60.3 IPS |
|
Object Detection (I8)
|
65% |
3279
244.8 IPS |
|
Face Detection (F32)
|
100% |
1787
21.2 IPS |
|
Face Detection (F16)
|
100% |
1772
21.1 IPS |
|
Face Detection (I8)
|
89% |
6112
72.7 IPS |
|
Depth Estimation (F32)
|
100% |
2361
18.3 IPS |
|
Depth Estimation (F16)
|
100% |
2346
18.2 IPS |
|
Depth Estimation (I8)
|
96% |
12982
100.7 IPS |
|
Style Transfer (F32)
|
100% |
10804
14.2 IPS |
|
Style Transfer (F16)
|
100% |
10770
14.2 IPS |
|
Style Transfer (I8)
|
98% |
28828
37.9 IPS |
|
Image Super-Resolution (F32)
|
100% |
2092
74.7 IPS |
|
Image Super-Resolution (F16)
|
100% |
2048
73.1 IPS |
|
Image Super-Resolution (I8)
|
99% |
3735
133.4 IPS |
|
Text Classification (F32)
|
100% |
1464
2.10 KIPS |
|
Text Classification (F16)
|
100% |
1450
2.08 KIPS |
|
Text Classification (I8)
|
98% |
1160
1.67 KIPS |
|
Machine Translation (F32)
|
100% |
1711
31.5 IPS |
|
Machine Translation (F16)
|
100% |
1820
33.5 IPS |
|
Machine Translation (I8)
|
67% |
3334
61.3 IPS |