Geekbench ML Score

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

Result Information

Upload Date May 07 2024 01:49 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
6.76 IPS
 
Image Classification (F16)
100% 140
15.0 IPS
 
Image Classification (I8)
81% 132
14.2 IPS
 
Image Segmentation (F32)
100% 118
0.73 IPS
 
Image Segmentation (F16)
100% 330
2.04 IPS
 
Image Segmentation (I8)
89% 326
2.01 IPS
 
Pose Estimation (F32)
100% 44
0.18 IPS
 
Pose Estimation (F16)
0% 136
0.55 IPS
 
Pose Estimation (I8)
0% 136
0.55 IPS
 
Object Detection (F32)
100% 74
2.59 IPS
 
Object Detection (F16)
99% 151
5.31 IPS
 
Object Detection (I8)
54% 148
5.20 IPS
 
Face Detection (F32)
100% 131
1.50 IPS
 
Face Detection (F16)
97% 299
3.44 IPS
 
Face Detection (I8)
75% 275
3.16 IPS
 
Text Classification (F32)
100% 90
35.4 IPS
 
Text Classification (F16)
46% 176
69.5 IPS
 
Machine Translation (F32)
100% 13
2.07 IPS
 
Machine Translation (F16)
100% 13
2.07 IPS
 

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