Geekbench ML Score

162
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date May 16 2023 07:03 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

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 111
11.9 IPS
 
Image Classification (F16)
100% 110
11.8 IPS
 
Image Classification (I8)
81% 312
33.4 IPS
 
Image Segmentation (F32)
100% 197
1.22 IPS
 
Image Segmentation (F16)
100% 194
1.20 IPS
 
Image Segmentation (I8)
89% 503
3.11 IPS
 
Pose Estimation (F32)
100% 94
0.38 IPS
 
Pose Estimation (F16)
100% 93
0.38 IPS
 
Pose Estimation (I8)
80% 147
0.59 IPS
 
Object Detection (F32)
100% 143
5.03 IPS
 
Object Detection (F16)
100% 143
5.03 IPS
 
Object Detection (I8)
52% 243
8.51 IPS
 
Face Detection (F32)
100% 190
2.18 IPS
 
Face Detection (F16)
100% 190
2.19 IPS
 
Face Detection (I8)
75% 454
5.21 IPS
 
Text Classification (F32)
100% 117
46.1 IPS
 
Text Classification (F16)
100% 117
46.1 IPS
 
Machine Translation (F32)
100% 102
15.8 IPS
 
Machine Translation (F16)
100% 100
15.4 IPS
 

Compare

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