Geekbench ML Score

128
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 14 2024 07:18 AM
Views 1

System Information

System Information
Operating System Android 14
Model samsung SM-A166P
Model IDsamsung SM-A166P
Motherboard a16xm
CPU Information
Name ARM ARMv8
Topology 1 Processor, 8 Cores
Identifier ARM implementer 65 architecture 8 variant 4 part 3339 revision 0
Base Frequency 2.00 GHz
Cluster 16 Cores @ 2.00 GHz
Cluster 22 Cores @ 2.40 GHz
Memory Information
Size 3.35 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 81
8.71 IPS
 
Image Classification (F16)
100% 69
7.43 IPS
 
Image Classification (I8)
81% 88
9.43 IPS
 
Image Segmentation (F32)
100% 171
1.05 IPS
 
Image Segmentation (F16)
100% 175
1.08 IPS
 
Image Segmentation (I8)
89% 322
1.99 IPS
 
Pose Estimation (F32)
100% 57
0.23 IPS
 
Pose Estimation (F16)
100% 55
0.22 IPS
 
Pose Estimation (I8)
80% 73
0.29 IPS
 
Object Detection (F32)
100% 109
3.81 IPS
 
Object Detection (F16)
100% 110
3.87 IPS
 
Object Detection (I8)
52% 156
5.48 IPS
 
Face Detection (F32)
100% 188
2.16 IPS
 
Face Detection (F16)
100% 163
1.87 IPS
 
Face Detection (I8)
75% 225
2.58 IPS
 
Text Classification (F32)
100% 195
77.0 IPS
 
Text Classification (F16)
100% 187
73.8 IPS
 
Machine Translation (F32)
100% 147
22.6 IPS
 
Machine Translation (F16)
100% 152
23.4 IPS
 

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