Upload Date | October 14 2024 01:35 PM |
Views | 2 |
System Information | |
---|---|
Operating System | Microsoft Windows 10 Pro (64-bit) |
Model | LENOVO 20R4001ABR |
Motherboard | LENOVO 20R4001ABR |
Power Plan | Equilibrado |
CPU Information | |
---|---|
Name | Intel Core i5-10310U |
Topology | 1 Processor, 4 Cores, 8 Threads |
Identifier | GenuineIntel Family 6 Model 142 Stepping 12 |
Base Frequency | 2.21 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% |
764
142.9 IPS |
|
Image Classification (F16)
|
100% |
712
133.3 IPS |
|
Image Classification (I8)
|
97% |
1120
209.5 IPS |
|
Image Segmentation (F32)
|
100% |
564
9.42 IPS |
|
Image Segmentation (F16)
|
100% |
577
9.64 IPS |
|
Image Segmentation (I8)
|
97% |
879
14.7 IPS |
|
Pose Estimation (F32)
|
100% |
1933
2.34 IPS |
|
Pose Estimation (F16)
|
100% |
1903
2.30 IPS |
|
Pose Estimation (I8)
|
100% |
3577
4.33 IPS |
|
Object Detection (F32)
|
100% |
726
54.2 IPS |
|
Object Detection (F16)
|
100% |
750
56.0 IPS |
|
Object Detection (I8)
|
60% |
725
54.1 IPS |
|
Face Detection (F32)
|
100% |
1135
13.5 IPS |
|
Face Detection (F16)
|
100% |
1094
13.0 IPS |
|
Face Detection (I8)
|
87% |
1853
22.0 IPS |
|
Depth Estimation (F32)
|
100% |
2317
18.0 IPS |
|
Depth Estimation (F16)
|
100% |
2236
17.3 IPS |
|
Depth Estimation (I8)
|
74% |
3823
29.6 IPS |
|
Style Transfer (F32)
|
100% |
4771
6.28 IPS |
|
Style Transfer (F16)
|
100% |
4693
6.17 IPS |
|
Style Transfer (I8)
|
85% |
5740
7.55 IPS |
|
Image Super-Resolution (F32)
|
100% |
1075
38.4 IPS |
|
Image Super-Resolution (F16)
|
100% |
1043
37.3 IPS |
|
Image Super-Resolution (I8)
|
97% |
1568
56.0 IPS |
|
Text Classification (F32)
|
100% |
846
1.22 KIPS |
|
Text Classification (F16)
|
100% |
860
1.24 KIPS |
|
Text Classification (I8)
|
94% |
264
379.6 IPS |
|
Machine Translation (F32)
|
100% |
1000
18.4 IPS |
|
Machine Translation (F16)
|
100% |
929
17.1 IPS |
|
Machine Translation (I8)
|
67% |
1038
19.1 IPS |