Upload Date | September 04 2024 11:35 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 Home (64-bit) |
Model | Dell Inc. XPS 13 9345 |
Motherboard | Dell Inc. 0DXPNM |
Power Plan | Balanced |
CPU Information | |
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Name | Snapdragon(R) X Elite - X1E80100 - 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 | |
---|---|
Framework | ONNX |
Backend | DirectML |
Device | Qualcomm(R) Adreno(TM) X1-85 GPU |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
1231
230.4 IPS |
|
Image Classification (F16)
|
100% |
1225
229.3 IPS |
|
Image Classification (I8)
|
100% |
1045
195.5 IPS |
|
Image Segmentation (F32)
|
100% |
1632
27.3 IPS |
|
Image Segmentation (F16)
|
100% |
1614
27.0 IPS |
|
Image Segmentation (I8)
|
98% |
1436
24.0 IPS |
|
Pose Estimation (F32)
|
100% |
8747
10.6 IPS |
|
Pose Estimation (F16)
|
100% |
9383
11.4 IPS |
|
Pose Estimation (I8)
|
100% |
7870
9.53 IPS |
|
Object Detection (F32)
|
100% |
1211
90.4 IPS |
|
Object Detection (F16)
|
100% |
1042
77.8 IPS |
|
Object Detection (I8)
|
71% |
1060
79.2 IPS |
|
Face Detection (F32)
|
100% |
2784
33.1 IPS |
|
Face Detection (F16)
|
100% |
2367
28.1 IPS |
|
Face Detection (I8)
|
93% |
2045
24.3 IPS |
|
Depth Estimation (F32)
|
100% |
5242
40.6 IPS |
|
Depth Estimation (F16)
|
100% |
5243
40.7 IPS |
|
Depth Estimation (I8)
|
94% |
4520
35.0 IPS |
|
Style Transfer (F32)
|
100% |
12705
16.7 IPS |
|
Style Transfer (F16)
|
100% |
12684
16.7 IPS |
|
Style Transfer (I8)
|
98% |
11572
15.2 IPS |
|
Image Super-Resolution (F32)
|
100% |
4968
177.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
4854
173.4 IPS |
|
Image Super-Resolution (I8)
|
99% |
3534
126.2 IPS |
|
Text Classification (F32)
|
100% |
276
396.5 IPS |
|
Text Classification (F16)
|
100% |
265
381.2 IPS |
|
Text Classification (I8)
|
98% |
231
331.8 IPS |
|
Machine Translation (F32)
|
100% |
978
18.0 IPS |
|
Machine Translation (F16)
|
100% |
978
18.0 IPS |
|
Machine Translation (I8)
|
65% |
648
11.9 IPS |