Geekbench ML Score

90
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.2 for Android AArch64

Result Information

Upload Date August 17 2024 02:39 AM
Views 2

System Information

System Information
Operating System Android 11
Model Sony Xperia 5 II
Model IDSony A002SO
Motherboard kona
Governorschedutil
CPU Information
Name ARM Qualcomm
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 1 part 3341 revision 0
Base Frequency 1.80 GHz
Cluster 14 Cores @ 1.80 GHz
Cluster 23 Cores @ 2.42 GHz
Cluster 31 Core @ 2.84 GHz
Memory Information
Size 7.52 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 64
6.81 IPS
 
Image Classification (F16)
100% 64
6.83 IPS
 
Image Classification (I8)
81% 72
7.76 IPS
 
Image Segmentation (F32)
100% 116
0.72 IPS
 
Image Segmentation (F16)
100% 116
0.72 IPS
 
Image Segmentation (I8)
89% 257
1.59 IPS
 
Pose Estimation (F32)
100% 44
0.18 IPS
 
Pose Estimation (F16)
100% 44
0.18 IPS
 
Pose Estimation (I8)
80% 62
0.25 IPS
 
Object Detection (F32)
100% 109
3.83 IPS
 
Object Detection (F16)
100% 109
3.84 IPS
 
Object Detection (I8)
52% 130
4.57 IPS
 
Face Detection (F32)
100% 142
1.63 IPS
 
Face Detection (F16)
100% 142
1.63 IPS
 
Face Detection (I8)
75% 174
2.00 IPS
 
Text Classification (F32)
100% 89
35.2 IPS
 
Text Classification (F16)
100% 89
35.1 IPS
 
Machine Translation (F32)
100% 54
8.28 IPS
 
Machine Translation (F16)
100% 54
8.28 IPS
 

Compare

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