Upload Date | August 16 2024 09:08 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home (64-bit) |
Model | Dell Inc. Inspiron 14 Plus 7441 |
Motherboard | Dell Inc. 047JFG |
Power Plan | Balanced |
CPU Information | |
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Name | Snapdragon(R) X Plus - X1P64100 - Qualcomm(R) Oryon(TM) CPU |
Topology | 1 Processor, 10 Cores |
Identifier | ARMv8 (64-bit) Family 8 Model 1 Revision 201 |
Base Frequency | 3.42 GHz |
Cluster 1 | 6 Cores |
Cluster 2 | 4 Cores |
Memory Information | |
---|---|
Size | 16.00 GB |
Inference Information | |
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Framework | ONNX |
Backend | DirectML |
Device | Snapdragon(R) X Plus - X1P64100 - Qualcomm(R) Adreno(TM) GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1451
271.5 IPS |
|
Image Classification (F16)
|
100% |
1474
275.9 IPS |
|
Image Classification (I8)
|
100% |
1201
224.8 IPS |
|
Image Segmentation (F32)
|
100% |
1683
28.1 IPS |
|
Image Segmentation (F16)
|
100% |
1701
28.4 IPS |
|
Image Segmentation (I8)
|
98% |
1467
24.5 IPS |
|
Pose Estimation (F32)
|
100% |
9549
11.6 IPS |
|
Pose Estimation (F16)
|
100% |
9514
11.5 IPS |
|
Pose Estimation (I8)
|
100% |
8500
10.3 IPS |
|
Object Detection (F32)
|
100% |
1231
91.9 IPS |
|
Object Detection (F16)
|
100% |
1214
90.6 IPS |
|
Object Detection (I8)
|
71% |
1092
81.5 IPS |
|
Face Detection (F32)
|
100% |
2824
33.6 IPS |
|
Face Detection (F16)
|
100% |
2804
33.3 IPS |
|
Face Detection (I8)
|
93% |
2291
27.2 IPS |
|
Depth Estimation (F32)
|
100% |
5549
43.0 IPS |
|
Depth Estimation (F16)
|
100% |
5452
42.3 IPS |
|
Depth Estimation (I8)
|
94% |
4609
35.7 IPS |
|
Style Transfer (F32)
|
100% |
13034
17.1 IPS |
|
Style Transfer (F16)
|
100% |
13114
17.3 IPS |
|
Style Transfer (I8)
|
98% |
11829
15.6 IPS |
|
Image Super-Resolution (F32)
|
100% |
4997
178.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
5019
179.2 IPS |
|
Image Super-Resolution (I8)
|
99% |
3541
126.5 IPS |
|
Text Classification (F32)
|
100% |
290
417.1 IPS |
|
Text Classification (F16)
|
100% |
298
427.7 IPS |
|
Text Classification (I8)
|
98% |
246
353.2 IPS |
|
Machine Translation (F32)
|
100% |
1100
20.2 IPS |
|
Machine Translation (F16)
|
100% |
1080
19.9 IPS |
|
Machine Translation (I8)
|
65% |
690
12.7 IPS |