Upload Date | May 08 2024 06:05 PM |
Views | 6 |
System Information | |
---|---|
Operating System | Microsoft Windows 11 (64-bit) |
Model | LENOVO 20WK006ECD |
Motherboard | LENOVO 20WK006ECD |
CPU Information | |
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Name | Intel Core i5-1135G7 |
Topology | 1 Processor, 4 Cores, 8 Threads |
Identifier | GenuineIntel Family 6 Model 140 Stepping 1 |
Base Frequency | 2.42 GHz |
Cluster 1 | 4 Cores |
L1 Instruction Cache | 32.0 KB x 4 |
L1 Data Cache | 48.0 KB x 4 |
L2 Cache | 1.25 MB x 4 |
L3 Cache | 8.00 MB x 1 |
Memory Information | |
---|---|
Size | 16.00 GB |
Inference Information | |
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Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
769
143.9 IPS |
|
Image Classification (F16)
|
100% |
736
137.7 IPS |
|
Image Classification (I8)
|
99% |
1774
331.9 IPS |
|
Image Segmentation (F32)
|
100% |
546
9.12 IPS |
|
Image Segmentation (F16)
|
100% |
566
9.45 IPS |
|
Image Segmentation (I8)
|
98% |
1080
18.0 IPS |
|
Pose Estimation (F32)
|
100% |
2018
2.44 IPS |
|
Pose Estimation (F16)
|
100% |
1877
2.27 IPS |
|
Pose Estimation (I8)
|
100% |
8376
10.1 IPS |
|
Object Detection (F32)
|
100% |
762
56.9 IPS |
|
Object Detection (F16)
|
100% |
759
56.6 IPS |
|
Object Detection (I8)
|
62% |
897
67.0 IPS |
|
Face Detection (F32)
|
100% |
1369
16.3 IPS |
|
Face Detection (F16)
|
100% |
1312
15.6 IPS |
|
Face Detection (I8)
|
89% |
2407
28.6 IPS |
|
Depth Estimation (F32)
|
100% |
2105
16.3 IPS |
|
Depth Estimation (F16)
|
100% |
2380
18.5 IPS |
|
Depth Estimation (I8)
|
96% |
6905
53.5 IPS |
|
Style Transfer (F32)
|
100% |
4421
5.82 IPS |
|
Style Transfer (F16)
|
100% |
3954
5.20 IPS |
|
Style Transfer (I8)
|
98% |
10414
13.7 IPS |
|
Image Super-Resolution (F32)
|
100% |
1002
35.8 IPS |
|
Image Super-Resolution (F16)
|
100% |
939
33.5 IPS |
|
Image Super-Resolution (I8)
|
99% |
2144
76.6 IPS |
|
Text Classification (F32)
|
100% |
867
1.25 KIPS |
|
Text Classification (F16)
|
100% |
785
1.13 KIPS |
|
Text Classification (I8)
|
98% |
295
424.1 IPS |
|
Machine Translation (F32)
|
100% |
950
17.5 IPS |
|
Machine Translation (F16)
|
100% |
1024
18.8 IPS |
|
Machine Translation (I8)
|
67% |
1442
26.5 IPS |