User | LinFengJun |
Upload Date | August 19 2024 01:35 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% |
760
142.2 IPS |
|
Image Classification (F16)
|
100% |
759
142.1 IPS |
|
Image Classification (I8)
|
97% |
1134
212.2 IPS |
|
Image Segmentation (F32)
|
100% |
535
8.93 IPS |
|
Image Segmentation (F16)
|
100% |
530
8.85 IPS |
|
Image Segmentation (I8)
|
97% |
964
16.1 IPS |
|
Pose Estimation (F32)
|
100% |
2108
2.55 IPS |
|
Pose Estimation (F16)
|
100% |
2057
2.49 IPS |
|
Pose Estimation (I8)
|
100% |
3871
4.69 IPS |
|
Object Detection (F32)
|
100% |
663
49.5 IPS |
|
Object Detection (F16)
|
100% |
682
50.9 IPS |
|
Object Detection (I8)
|
60% |
734
54.8 IPS |
|
Face Detection (F32)
|
100% |
849
10.1 IPS |
|
Face Detection (F16)
|
100% |
837
9.95 IPS |
|
Face Detection (I8)
|
87% |
1568
18.6 IPS |
|
Depth Estimation (F32)
|
100% |
1930
15.0 IPS |
|
Depth Estimation (F16)
|
100% |
2321
18.0 IPS |
|
Depth Estimation (I8)
|
74% |
4056
31.5 IPS |
|
Style Transfer (F32)
|
100% |
4286
5.64 IPS |
|
Style Transfer (F16)
|
100% |
4400
5.79 IPS |
|
Style Transfer (I8)
|
85% |
5430
7.14 IPS |
|
Image Super-Resolution (F32)
|
100% |
1160
41.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
1151
41.1 IPS |
|
Image Super-Resolution (I8)
|
97% |
1523
54.4 IPS |
|
Text Classification (F32)
|
100% |
899
1.29 KIPS |
|
Text Classification (F16)
|
100% |
901
1.29 KIPS |
|
Text Classification (I8)
|
94% |
290
416.2 IPS |
|
Machine Translation (F32)
|
100% |
859
15.8 IPS |
|
Machine Translation (F16)
|
100% |
820
15.1 IPS |
|
Machine Translation (I8)
|
67% |
1012
18.6 IPS |