Geekbench ML Score

64
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for Android AArch64

Result Information

Upload Date May 07 2024 12:59 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% 43
4.57 IPS
 
Image Classification (F16)
100% 44
4.69 IPS
 
Image Classification (I8)
81% 117
12.5 IPS
 
Image Segmentation (F32)
100% 94
0.58 IPS
 
Image Segmentation (F16)
100% 93
0.58 IPS
 
Image Segmentation (I8)
89% 231
1.43 IPS
 
Pose Estimation (F32)
100% 34
0.14 IPS
 
Pose Estimation (F16)
100% 34
0.14 IPS
 
Pose Estimation (I8)
80% 44
0.18 IPS
 
Object Detection (F32)
100% 64
2.24 IPS
 
Object Detection (F16)
100% 64
2.25 IPS
 
Object Detection (I8)
52% 167
5.85 IPS
 
Face Detection (F32)
100% 97
1.11 IPS
 
Face Detection (F16)
100% 97
1.11 IPS
 
Face Detection (I8)
75% 176
2.02 IPS
 
Text Classification (F32)
100% 76
29.9 IPS
 
Text Classification (F16)
100% 76
30.2 IPS
 
Machine Translation (F32)
100% 13
2.03 IPS
 
Machine Translation (F16)
100% 13
2.02 IPS
 

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