Geekbench ML Score

147
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date May 16 2023 07:14 AM
Views 1

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
8.97 IPS
 
Image Classification (F16)
100% 94
10.1 IPS
 
Image Classification (I8)
81% 149
15.9 IPS
 
Image Segmentation (F32)
100% 191
1.18 IPS
 
Image Segmentation (F16)
100% 188
1.16 IPS
 
Image Segmentation (I8)
89% 462
2.85 IPS
 
Pose Estimation (F32)
100% 92
0.37 IPS
 
Pose Estimation (F16)
100% 91
0.37 IPS
 
Pose Estimation (I8)
80% 143
0.58 IPS
 
Object Detection (F32)
100% 136
4.79 IPS
 
Object Detection (F16)
100% 131
4.60 IPS
 
Object Detection (I8)
52% 222
7.81 IPS
 
Face Detection (F32)
100% 176
2.03 IPS
 
Face Detection (F16)
100% 182
2.09 IPS
 
Face Detection (I8)
75% 417
4.79 IPS
 
Text Classification (F32)
100% 113
44.8 IPS
 
Text Classification (F16)
100% 112
44.4 IPS
 
Machine Translation (F32)
100% 100
15.4 IPS
 
Machine Translation (F16)
100% 99
15.3 IPS
 

Compare

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