Upload Date | November 04 2024 06:07 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 | DirectML |
Device | Qualcomm(R) Adreno(TM) X1-45 GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1073
200.8 IPS |
|
Image Classification (F16)
|
100% |
1040
194.7 IPS |
|
Image Classification (I8)
|
100% |
812
151.9 IPS |
|
Image Segmentation (F32)
|
100% |
1229
20.5 IPS |
|
Image Segmentation (F16)
|
100% |
1219
20.4 IPS |
|
Image Segmentation (I8)
|
98% |
979
16.3 IPS |
|
Pose Estimation (F32)
|
100% |
6494
7.86 IPS |
|
Pose Estimation (F16)
|
100% |
6486
7.85 IPS |
|
Pose Estimation (I8)
|
100% |
5628
6.82 IPS |
|
Object Detection (F32)
|
100% |
669
50.0 IPS |
|
Object Detection (F16)
|
100% |
674
50.3 IPS |
|
Object Detection (I8)
|
71% |
587
43.9 IPS |
|
Face Detection (F32)
|
100% |
2210
26.3 IPS |
|
Face Detection (F16)
|
100% |
2215
26.3 IPS |
|
Face Detection (I8)
|
93% |
1558
18.5 IPS |
|
Depth Estimation (F32)
|
100% |
4079
31.6 IPS |
|
Depth Estimation (F16)
|
100% |
4047
31.4 IPS |
|
Depth Estimation (I8)
|
94% |
3204
24.8 IPS |
|
Style Transfer (F32)
|
100% |
6272
8.25 IPS |
|
Style Transfer (F16)
|
100% |
6267
8.24 IPS |
|
Style Transfer (I8)
|
98% |
5685
7.48 IPS |
|
Image Super-Resolution (F32)
|
100% |
3035
108.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
3048
108.8 IPS |
|
Image Super-Resolution (I8)
|
99% |
2099
75.0 IPS |
|
Text Classification (F32)
|
100% |
268
384.6 IPS |
|
Text Classification (F16)
|
100% |
270
387.7 IPS |
|
Text Classification (I8)
|
98% |
215
309.0 IPS |
|
Machine Translation (F32)
|
100% |
806
14.8 IPS |
|
Machine Translation (F16)
|
100% |
803
14.8 IPS |
|
Machine Translation (I8)
|
48% |
457
8.40 IPS |