Geekbench ML Score

212
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 07 2024 01:40 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 3.36 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 95
10.2 IPS
 
Image Classification (F16)
100% 94
10.0 IPS
 
Image Classification (I8)
81% 164
17.6 IPS
 
Image Segmentation (F32)
100% 363
2.24 IPS
 
Image Segmentation (F16)
100% 352
2.18 IPS
 
Image Segmentation (I8)
89% 597
3.69 IPS
 
Pose Estimation (F32)
100% 137
0.55 IPS
 
Pose Estimation (F16)
100% 136
0.55 IPS
 
Pose Estimation (I8)
80% 144
0.58 IPS
 
Object Detection (F32)
100% 157
5.51 IPS
 
Object Detection (F16)
100% 156
5.46 IPS
 
Object Detection (I8)
52% 236
8.29 IPS
 
Face Detection (F32)
100% 300
3.44 IPS
 
Face Detection (F16)
100% 286
3.28 IPS
 
Face Detection (I8)
75% 321
3.69 IPS
 
Text Classification (F32)
100% 276
109.1 IPS
 
Text Classification (F16)
100% 273
107.9 IPS
 
Machine Translation (F32)
100% 205
31.5 IPS
 
Machine Translation (F16)
100% 218
33.6 IPS
 

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