Geekbench ML Score

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

Result Information

Upload Date August 13 2023 06:57 AM
Views 2

System Information

System Information
Operating System Android 12
Model Samsung Galaxy Tab A7
Model IDsamsung SM-T500
Motherboard bengal
Governorschedutil
CPU Information
Name Qualcomm Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 81 architecture 8 variant 10 part 2048 revision 2
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 24 Cores @ 2.02 GHz
Memory Information
Size 2.64 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 84
9.04 IPS
 
Image Classification (F16)
100% 87
9.31 IPS
 
Image Classification (I8)
81% 108
11.6 IPS
 
Image Segmentation (F32)
100% 181
1.12 IPS
 
Image Segmentation (F16)
100% 180
1.11 IPS
 
Image Segmentation (I8)
89% 412
2.55 IPS
 
Pose Estimation (F32)
100% 65
0.26 IPS
 
Pose Estimation (F16)
100% 59
0.24 IPS
 
Pose Estimation (I8)
80% 123
0.50 IPS
 
Object Detection (F32)
100% 147
5.16 IPS
 
Object Detection (F16)
100% 151
5.30 IPS
 
Object Detection (I8)
52% 234
8.22 IPS
 
Face Detection (F32)
100% 178
2.04 IPS
 
Face Detection (F16)
100% 181
2.08 IPS
 
Face Detection (I8)
75% 415
4.77 IPS
 
Text Classification (F32)
100% 114
45.1 IPS
 
Text Classification (F16)
100% 114
45.2 IPS
 
Machine Translation (F32)
100% 97
15.0 IPS
 
Machine Translation (F16)
100% 100
15.4 IPS
 

Compare

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