Geekbench ML Score

171
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 13 2024 07:29 PM
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 7.27 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 94
10.1 IPS
 
Image Classification (F16)
100% 89
9.48 IPS
 
Image Classification (I8)
81% 122
13.1 IPS
 
Image Segmentation (F32)
100% 330
2.04 IPS
 
Image Segmentation (F16)
100% 341
2.11 IPS
 
Image Segmentation (I8)
89% 529
3.27 IPS
 
Pose Estimation (F32)
100% 115
0.47 IPS
 
Pose Estimation (F16)
100% 103
0.42 IPS
 
Pose Estimation (I8)
80% 104
0.42 IPS
 
Object Detection (F32)
100% 139
4.87 IPS
 
Object Detection (F16)
100% 141
4.95 IPS
 
Object Detection (I8)
52% 184
6.47 IPS
 
Face Detection (F32)
100% 227
2.60 IPS
 
Face Detection (F16)
100% 226
2.60 IPS
 
Face Detection (I8)
75% 216
2.48 IPS
 
Text Classification (F32)
100% 196
77.5 IPS
 
Text Classification (F16)
100% 184
72.8 IPS
 
Machine Translation (F32)
100% 163
25.2 IPS
 
Machine Translation (F16)
100% 153
23.6 IPS
 

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