Geekbench ML Score

119
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date December 09 2022 05:45 AM
Views 1

System Information

System Information
Operating System Android 11
Model Samsung Galaxy A30s
Model IDsamsung SM-A307FN
Motherboard exynos7904
Governorinteractive
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 0 part 3337 revision 2
Base Frequency 1.59 GHz
Cluster 16 Cores @ 1.59 GHz
Cluster 22 Cores @ 1.77 GHz
Memory Information
Size 3.64 GB
Inference Information
Framework TensorFlow Lite
Backend CPU

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 72
7.67 IPS
 
Image Classification (F16)
100% 72
7.72 IPS
 
Image Classification (I8)
81% 142
15.2 IPS
 
Image Segmentation (F32)
100% 166
1.03 IPS
 
Image Segmentation (F16)
100% 166
1.02 IPS
 
Image Segmentation (I8)
89% 386
2.38 IPS
 
Pose Estimation (F32)
100% 65
0.26 IPS
 
Pose Estimation (F16)
100% 66
0.27 IPS
 
Pose Estimation (I8)
80% 103
0.42 IPS
 
Object Detection (F32)
100% 105
3.67 IPS
 
Object Detection (F16)
100% 104
3.66 IPS
 
Object Detection (I8)
52% 193
6.77 IPS
 
Face Detection (F32)
100% 146
1.68 IPS
 
Face Detection (F16)
100% 146
1.67 IPS
 
Face Detection (I8)
75% 261
3.00 IPS
 
Text Classification (F32)
100% 102
40.4 IPS
 
Text Classification (F16)
100% 99
39.3 IPS
 
Machine Translation (F32)
100% 85
13.1 IPS
 
Machine Translation (F16)
100% 86
13.3 IPS
 

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