Geekbench ML Score

137
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date May 15 2022 01:38 PM
Views 2

System Information

System Information
Operating System Android 10
Model Samsung Galaxy A7
Model IDsamsung SM-A750FN
Motherboard exynos7885
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 @ 2.18 GHz
Memory Information
Size 3.61 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 68
7.34 IPS
 
Image Classification (F16)
100% 65
6.98 IPS
 
Image Classification (I8)
81% 168
18.0 IPS
 
Image Segmentation (F32)
100% 186
1.15 IPS
 
Image Segmentation (F16)
100% 183
1.13 IPS
 
Image Segmentation (I8)
89% 456
2.82 IPS
 
Pose Estimation (F32)
100% 75
0.30 IPS
 
Pose Estimation (F16)
100% 72
0.29 IPS
 
Pose Estimation (I8)
80% 114
0.46 IPS
 
Object Detection (F32)
100% 111
3.89 IPS
 
Object Detection (F16)
100% 109
3.81 IPS
 
Object Detection (I8)
52% 265
9.31 IPS
 
Face Detection (F32)
100% 171
1.96 IPS
 
Face Detection (F16)
100% 167
1.91 IPS
 
Face Detection (I8)
75% 326
3.74 IPS
 
Text Classification (F32)
100% 151
59.7 IPS
 
Text Classification (F16)
100% 151
59.5 IPS
 
Machine Translation (F32)
100% 97
14.9 IPS
 
Machine Translation (F16)
100% 95
14.6 IPS
 

Compare

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