Geekbench ML Score

170
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 09 2024 07:10 PM
Views 2

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 7.27 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 79
8.45 IPS
 
Image Classification (F16)
100% 79
8.46 IPS
 
Image Classification (I8)
81% 104
11.1 IPS
 
Image Segmentation (F32)
100% 276
1.71 IPS
 
Image Segmentation (F16)
100% 278
1.72 IPS
 
Image Segmentation (I8)
89% 437
2.70 IPS
 
Pose Estimation (F32)
100% 127
0.51 IPS
 
Pose Estimation (F16)
100% 116
0.47 IPS
 
Pose Estimation (I8)
80% 130
0.53 IPS
 
Object Detection (F32)
100% 123
4.32 IPS
 
Object Detection (F16)
100% 126
4.41 IPS
 
Object Detection (I8)
52% 173
6.07 IPS
 
Face Detection (F32)
100% 227
2.60 IPS
 
Face Detection (F16)
100% 220
2.53 IPS
 
Face Detection (I8)
75% 270
3.10 IPS
 
Text Classification (F32)
100% 250
99.0 IPS
 
Text Classification (F16)
100% 186
73.6 IPS
 
Machine Translation (F32)
100% 193
29.7 IPS
 
Machine Translation (F16)
100% 188
29.0 IPS
 

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