Geekbench ML Score

203
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date August 17 2024 05:26 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 7.28 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 91
9.79 IPS
 
Image Classification (F16)
100% 89
9.55 IPS
 
Image Classification (I8)
81% 145
15.6 IPS
 
Image Segmentation (F32)
100% 342
2.11 IPS
 
Image Segmentation (F16)
100% 333
2.05 IPS
 
Image Segmentation (I8)
89% 514
3.18 IPS
 
Pose Estimation (F32)
100% 122
0.49 IPS
 
Pose Estimation (F16)
100% 117
0.47 IPS
 
Pose Estimation (I8)
80% 144
0.58 IPS
 
Object Detection (F32)
100% 149
5.22 IPS
 
Object Detection (F16)
100% 153
5.36 IPS
 
Object Detection (I8)
52% 269
9.44 IPS
 
Face Detection (F32)
100% 276
3.18 IPS
 
Face Detection (F16)
100% 300
3.44 IPS
 
Face Detection (I8)
75% 335
3.85 IPS
 
Text Classification (F32)
100% 271
107.1 IPS
 
Text Classification (F16)
100% 280
110.8 IPS
 
Machine Translation (F32)
100% 197
30.4 IPS
 
Machine Translation (F16)
100% 197
30.3 IPS
 

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