Upload Date | August 16 2024 05:12 PM |
Views | 1 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Pro (64-bit) |
Model | LENOVO 21N10000US |
Motherboard | LENOVO 21N10000US |
Power Plan | Balanced |
CPU Information | |
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Name | Snapdragon(R) X Elite - X1E78100 - Qualcomm(R) Oryon(TM) CPU |
Topology | 1 Processor, 12 Cores |
Identifier | ARMv8 (64-bit) Family 8 Model 1 Revision 201 |
Base Frequency | 3.42 GHz |
Cluster 1 | 8 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) X1-85 GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1433
268.2 IPS |
|
Image Classification (F16)
|
100% |
1443
270.0 IPS |
|
Image Classification (I8)
|
100% |
1177
220.2 IPS |
|
Image Segmentation (F32)
|
100% |
1671
27.9 IPS |
|
Image Segmentation (F16)
|
100% |
1703
28.4 IPS |
|
Image Segmentation (I8)
|
98% |
1492
24.9 IPS |
|
Pose Estimation (F32)
|
100% |
9452
11.4 IPS |
|
Pose Estimation (F16)
|
100% |
9492
11.5 IPS |
|
Pose Estimation (I8)
|
100% |
8441
10.2 IPS |
|
Object Detection (F32)
|
100% |
1212
90.4 IPS |
|
Object Detection (F16)
|
100% |
1213
90.6 IPS |
|
Object Detection (I8)
|
71% |
1081
80.7 IPS |
|
Face Detection (F32)
|
100% |
2860
34.0 IPS |
|
Face Detection (F16)
|
100% |
2894
34.4 IPS |
|
Face Detection (I8)
|
93% |
2337
27.8 IPS |
|
Depth Estimation (F32)
|
100% |
5446
42.2 IPS |
|
Depth Estimation (F16)
|
100% |
5483
42.5 IPS |
|
Depth Estimation (I8)
|
94% |
4636
35.9 IPS |
|
Style Transfer (F32)
|
100% |
13026
17.1 IPS |
|
Style Transfer (F16)
|
100% |
13057
17.2 IPS |
|
Style Transfer (I8)
|
98% |
11959
15.7 IPS |
|
Image Super-Resolution (F32)
|
100% |
5007
178.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
4880
174.3 IPS |
|
Image Super-Resolution (I8)
|
99% |
3585
128.0 IPS |
|
Text Classification (F32)
|
100% |
277
397.8 IPS |
|
Text Classification (F16)
|
100% |
286
410.9 IPS |
|
Text Classification (I8)
|
98% |
249
357.8 IPS |
|
Machine Translation (F32)
|
100% |
1092
20.1 IPS |
|
Machine Translation (F16)
|
100% |
1091
20.1 IPS |
|
Machine Translation (I8)
|
65% |
693
12.7 IPS |