Geekbench ML Score

109
TensorFlow Lite GPU Inference Score
Geekbench ML 0.5.2 for Android AArch64

Result Information

Upload Date May 07 2024 01:38 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 GPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 63
6.72 IPS
 
Image Classification (F16)
100% 141
15.1 IPS
 
Image Classification (I8)
81% 133
14.3 IPS
 
Image Segmentation (F32)
100% 118
0.73 IPS
 
Image Segmentation (F16)
100% 328
2.02 IPS
 
Image Segmentation (I8)
89% 329
2.03 IPS
 
Pose Estimation (F32)
100% 45
0.18 IPS
 
Pose Estimation (F16)
0% 136
0.55 IPS
 
Pose Estimation (I8)
0% 136
0.55 IPS
 
Object Detection (F32)
100% 73
2.58 IPS
 
Object Detection (F16)
99% 151
5.30 IPS
 
Object Detection (I8)
54% 148
5.18 IPS
 
Face Detection (F32)
100% 130
1.50 IPS
 
Face Detection (F16)
97% 300
3.45 IPS
 
Face Detection (I8)
75% 274
3.15 IPS
 
Text Classification (F32)
100% 90
35.6 IPS
 
Text Classification (F16)
46% 174
68.8 IPS
 
Machine Translation (F32)
100% 13
2.05 IPS
 
Machine Translation (F16)
100% 13
2.05 IPS
 

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