Geekbench ML Score

7
TensorFlow Lite CPU Inference Score
Geekbench ML 0.6.0 for Linux x86 (64-bit)

Result Information

User ppwozniak
Upload Date January 23 2025 01:58 PM
Views 6

System Information

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 10 Cores
L1 Instruction Cache32.0 KB x 4
L1 Data Cache24.0 KB x 4
L2 Cache4.00 MB x 1
Memory Information
Size 3.64 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device Default

Inference Performance

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
 

Compare

Set Baseline Geekbench 6 now available