User | LinFengJun |
Upload Date | August 29 2024 03:19 AM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 (64-bit) |
Model | HP HP Notebook - 14s-cr2003tx |
Motherboard | HP 8659 |
CPU Information | |
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Name | Intel Core i5-10210U |
Topology | 1 Processor, 4 Cores, 8 Threads |
Identifier | GenuineIntel Family 6 Model 142 Stepping 12 |
Base Frequency | 2.11 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 | 6.00 MB x 1 |
Memory Information | |
---|---|
Size | 8.00 GB |
Inference Information | |
---|---|
Framework | ONNX |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
738
138.2 IPS |
|
Image Classification (F16)
|
100% |
764
143.0 IPS |
|
Image Classification (I8)
|
97% |
1125
210.6 IPS |
|
Image Segmentation (F32)
|
100% |
485
8.10 IPS |
|
Image Segmentation (F16)
|
100% |
486
8.12 IPS |
|
Image Segmentation (I8)
|
97% |
947
15.8 IPS |
|
Pose Estimation (F32)
|
100% |
2069
2.51 IPS |
|
Pose Estimation (F16)
|
100% |
1702
2.06 IPS |
|
Pose Estimation (I8)
|
100% |
4189
5.07 IPS |
|
Object Detection (F32)
|
100% |
682
50.9 IPS |
|
Object Detection (F16)
|
100% |
662
49.4 IPS |
|
Object Detection (I8)
|
60% |
606
45.3 IPS |
|
Face Detection (F32)
|
100% |
826
9.82 IPS |
|
Face Detection (F16)
|
100% |
840
9.99 IPS |
|
Face Detection (I8)
|
87% |
1527
18.2 IPS |
|
Depth Estimation (F32)
|
100% |
2230
17.3 IPS |
|
Depth Estimation (F16)
|
100% |
2167
16.8 IPS |
|
Depth Estimation (I8)
|
74% |
4189
32.5 IPS |
|
Style Transfer (F32)
|
100% |
5079
6.68 IPS |
|
Style Transfer (F16)
|
100% |
4912
6.46 IPS |
|
Style Transfer (I8)
|
85% |
5548
7.30 IPS |
|
Image Super-Resolution (F32)
|
100% |
1165
41.6 IPS |
|
Image Super-Resolution (F16)
|
100% |
1147
41.0 IPS |
|
Image Super-Resolution (I8)
|
97% |
1626
58.1 IPS |
|
Text Classification (F32)
|
100% |
929
1.33 KIPS |
|
Text Classification (F16)
|
100% |
937
1.35 KIPS |
|
Text Classification (I8)
|
94% |
314
451.8 IPS |
|
Machine Translation (F32)
|
100% |
921
17.0 IPS |
|
Machine Translation (F16)
|
100% |
822
15.1 IPS |
|
Machine Translation (I8)
|
67% |
986
18.1 IPS |