User | ppwozniak |
Upload Date | January 23 2025 01:58 PM |
Views | 6 |
System Information | |
---|---|
Operating System | Ubuntu 22.04.5 LTS |
Model | LENOVO 81J2 |
Motherboard | LENOVO LNVNB161216 |
CPU Information | |
---|---|
Name | Intel Pentium Silver N5000 |
Topology | 1 Processor, 4 Cores |
Identifier | GenuineIntel Family 6 Model 122 Stepping 1 |
Base Frequency | 2.70 GHz |
Cluster 1 | 0 Cores |
L1 Instruction Cache | 32.0 KB x 4 |
L1 Data Cache | 24.0 KB x 4 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 3.64 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | CPU |
Device | Default |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
4
0.81 IPS |
|
Image Classification (F16)
|
100% |
4
0.79 IPS |
|
Image Classification (I8)
|
97% |
4
0.67 IPS |
|
Image Segmentation (F32)
|
100% |
6
0.10 IPS |
|
Image Segmentation (F16)
|
100% |
6
0.10 IPS |
|
Image Segmentation (I8)
|
98% |
5
0.08 IPS |
|
Pose Estimation (F32)
|
100% |
7
0.01 IPS |
|
Pose Estimation (F16)
|
100% |
7
0.01 IPS |
|
Pose Estimation (I8)
|
100% |
6
0.01 IPS |
|
Object Detection (F32)
|
100% |
5
0.34 IPS |
|
Object Detection (F16)
|
100% |
5
0.35 IPS |
|
Object Detection (I8)
|
68% |
4
0.29 IPS |
|
Face Detection (F32)
|
100% |
14
0.17 IPS |
|
Face Detection (F16)
|
100% |
14
0.17 IPS |
|
Face Detection (I8)
|
87% |
12
0.14 IPS |
|
Depth Estimation (F32)
|
100% |
11
0.08 IPS |
|
Depth Estimation (F16)
|
100% |
11
0.08 IPS |
|
Depth Estimation (I8)
|
95% |
9
0.07 IPS |
|
Style Transfer (F32)
|
100% |
23
0.03 IPS |
|
Style Transfer (F16)
|
100% |
23
0.03 IPS |
|
Style Transfer (I8)
|
98% |
20
0.03 IPS |
|
Image Super-Resolution (F32)
|
100% |
5
0.18 IPS |
|
Image Super-Resolution (F16)
|
100% |
5
0.18 IPS |
|
Image Super-Resolution (I8)
|
98% |
4
0.16 IPS |
|
Text Classification (F32)
|
100% |
5
7.38 IPS |
|
Text Classification (F16)
|
100% |
5
7.42 IPS |
|
Text Classification (I8)
|
92% |
4
5.99 IPS |
|
Machine Translation (F32)
|
100% |
11
0.21 IPS |
|
Machine Translation (F16)
|
100% |
11
0.21 IPS |
|
Machine Translation (I8)
|
62% |
7
0.13 IPS |