Geekbench ML Score

70
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for Android AArch64

Result Information

Upload Date May 07 2024 01:28 AM
Views 1

System Information

System Information
Operating System Android 11
Model XREAL Beam
Model IDXREAL Beam
Motherboard rk30sdk
Governorinteractive
CPU Information
Name ARM rockchip,rk3568
Topology 1 Processor, 4 Cores
Identifier ARM implementer 65 architecture 8 variant 2 part 3333 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Memory Information
Size 3.80 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 47
5.04 IPS
 
Image Classification (F16)
100% 47
5.04 IPS
 
Image Classification (I8)
81% 142
15.2 IPS
 
Image Segmentation (F32)
100% 99
0.61 IPS
 
Image Segmentation (F16)
100% 99
0.61 IPS
 
Image Segmentation (I8)
89% 268
1.65 IPS
 
Pose Estimation (F32)
100% 37
0.15 IPS
 
Pose Estimation (F16)
100% 37
0.15 IPS
 
Pose Estimation (I8)
80% 52
0.21 IPS
 
Object Detection (F32)
100% 72
2.51 IPS
 
Object Detection (F16)
100% 71
2.51 IPS
 
Object Detection (I8)
52% 193
6.78 IPS
 
Face Detection (F32)
100% 106
1.21 IPS
 
Face Detection (F16)
100% 106
1.22 IPS
 
Face Detection (I8)
75% 210
2.42 IPS
 
Text Classification (F32)
100% 76
30.0 IPS
 
Text Classification (F16)
100% 77
30.5 IPS
 
Machine Translation (F32)
100% 13
2.04 IPS
 
Machine Translation (F16)
100% 13
2.03 IPS
 

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