Geekbench ML Score

74
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date August 14 2021 08:27 PM
Views 9

System Information

System Information
Operating System Android 11
Model Raspberry Raspberry Pi 4
Model IDRaspberry Raspberry Pi 4
Motherboard
Governorondemand
CPU Information
Name ARM BCM2835
Topology 1 Processor, 4 Cores
Identifier ARM implementer 65 architecture 8 variant 0 part 3336 revision 3
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Memory Information
Size 3.70 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 42
4.50 IPS
 
Image Classification (F16)
100% 42
4.48 IPS
 
Image Classification (I8)
81% 116
12.4 IPS
 
Image Segmentation (F32)
100% 79
0.49 IPS
 
Image Segmentation (F16)
100% 79
0.49 IPS
 
Image Segmentation (I8)
89% 211
1.30 IPS
 
Pose Estimation (F32)
100% 26
0.10 IPS
 
Pose Estimation (F16)
100% 25
0.10 IPS
 
Pose Estimation (I8)
80% 69
0.28 IPS
 
Object Detection (F32)
100% 55
1.93 IPS
 
Object Detection (F16)
100% 57
1.98 IPS
 
Object Detection (I8)
52% 110
3.86 IPS
 
Face Detection (F32)
100% 69
0.79 IPS
 
Face Detection (F16)
100% 70
0.80 IPS
 
Face Detection (I8)
75% 160
1.83 IPS
 
Text Classification (F32)
100% 151
59.8 IPS
 
Text Classification (F16)
100% 149
58.9 IPS
 
Machine Translation (F32)
100% 74
11.4 IPS
 
Machine Translation (F16)
100% 73
11.3 IPS
 

Compare

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