Upload Date | July 18 2024 05:22 PM |
Views | 2 |
System Information | |
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Operating System | Microsoft Windows 11 Home (64-bit) |
Model | Dell Inc. Inspiron 7373 |
Motherboard | Dell Inc. 0XJTJ8 |
Power Plan | Balanced |
CPU Information | |
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Name | Intel Core i7-8550U |
Topology | 1 Processor, 4 Cores, 8 Threads |
Identifier | GenuineIntel Family 6 Model 142 Stepping 10 |
Base Frequency | 1.99 GHz |
Cluster 1 | 4 Cores |
L1 Instruction Cache | 32.0 KB x 4 |
L1 Data Cache | 32.0 KB x 4 |
L2 Cache | 256 KB x 4 |
L3 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 8.00 GB |
Inference Information | |
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Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
290
54.2 IPS |
|
Image Classification (F16)
|
100% |
453
84.7 IPS |
|
Image Classification (I8)
|
97% |
1012
189.5 IPS |
|
Image Segmentation (F32)
|
100% |
532
8.88 IPS |
|
Image Segmentation (F16)
|
100% |
422
7.05 IPS |
|
Image Segmentation (I8)
|
97% |
586
9.78 IPS |
|
Pose Estimation (F32)
|
100% |
1027
1.24 IPS |
|
Pose Estimation (F16)
|
100% |
1016
1.23 IPS |
|
Pose Estimation (I8)
|
100% |
2559
3.10 IPS |
|
Object Detection (F32)
|
100% |
400
29.8 IPS |
|
Object Detection (F16)
|
100% |
462
34.5 IPS |
|
Object Detection (I8)
|
60% |
657
49.1 IPS |
|
Face Detection (F32)
|
100% |
1082
12.9 IPS |
|
Face Detection (F16)
|
100% |
1057
12.6 IPS |
|
Face Detection (I8)
|
87% |
1567
18.6 IPS |
|
Depth Estimation (F32)
|
100% |
1828
14.2 IPS |
|
Depth Estimation (F16)
|
100% |
1307
10.1 IPS |
|
Depth Estimation (I8)
|
74% |
3341
25.9 IPS |
|
Style Transfer (F32)
|
100% |
4474
5.89 IPS |
|
Style Transfer (F16)
|
100% |
3963
5.21 IPS |
|
Style Transfer (I8)
|
85% |
6114
8.04 IPS |
|
Image Super-Resolution (F32)
|
100% |
720
25.7 IPS |
|
Image Super-Resolution (F16)
|
100% |
992
35.4 IPS |
|
Image Super-Resolution (I8)
|
97% |
1683
60.1 IPS |
|
Text Classification (F32)
|
100% |
891
1.28 KIPS |
|
Text Classification (F16)
|
100% |
810
1.16 KIPS |
|
Text Classification (I8)
|
94% |
245
352.7 IPS |
|
Machine Translation (F32)
|
100% |
886
16.3 IPS |
|
Machine Translation (F16)
|
100% |
903
16.6 IPS |
|
Machine Translation (I8)
|
67% |
1021
18.8 IPS |