Upload Date | September 04 2024 11:45 AM |
Views | 3 |
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% |
1236
231.3 IPS |
|
Image Classification (F16)
|
100% |
1313
245.7 IPS |
|
Image Classification (I8)
|
100% |
1077
201.5 IPS |
|
Image Segmentation (F32)
|
100% |
1655
27.6 IPS |
|
Image Segmentation (F16)
|
100% |
1580
26.4 IPS |
|
Image Segmentation (I8)
|
98% |
1440
24.0 IPS |
|
Pose Estimation (F32)
|
100% |
9597
11.6 IPS |
|
Pose Estimation (F16)
|
100% |
8604
10.4 IPS |
|
Pose Estimation (I8)
|
100% |
8433
10.2 IPS |
|
Object Detection (F32)
|
100% |
1071
79.9 IPS |
|
Object Detection (F16)
|
100% |
1062
79.3 IPS |
|
Object Detection (I8)
|
71% |
959
71.6 IPS |
|
Face Detection (F32)
|
100% |
2355
28.0 IPS |
|
Face Detection (F16)
|
100% |
2355
28.0 IPS |
|
Face Detection (I8)
|
93% |
2036
24.2 IPS |
|
Depth Estimation (F32)
|
100% |
5224
40.5 IPS |
|
Depth Estimation (F16)
|
100% |
5293
41.0 IPS |
|
Depth Estimation (I8)
|
94% |
4579
35.5 IPS |
|
Style Transfer (F32)
|
100% |
12687
16.7 IPS |
|
Style Transfer (F16)
|
100% |
13203
17.4 IPS |
|
Style Transfer (I8)
|
98% |
11483
15.1 IPS |
|
Image Super-Resolution (F32)
|
100% |
4789
171.0 IPS |
|
Image Super-Resolution (F16)
|
100% |
4992
178.3 IPS |
|
Image Super-Resolution (I8)
|
99% |
3427
122.4 IPS |
|
Text Classification (F32)
|
100% |
281
404.5 IPS |
|
Text Classification (F16)
|
100% |
272
390.5 IPS |
|
Text Classification (I8)
|
98% |
237
340.2 IPS |
|
Machine Translation (F32)
|
100% |
1008
18.6 IPS |
|
Machine Translation (F16)
|
100% |
993
18.3 IPS |
|
Machine Translation (I8)
|
65% |
638
11.7 IPS |