Geekbench ML Score

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

Result Information

Upload Date October 09 2024 09:29 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 3.38 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 88
9.39 IPS
 
Image Classification (F16)
100% 89
9.48 IPS
 
Image Classification (I8)
81% 140
15.0 IPS
 
Image Segmentation (F32)
100% 354
2.19 IPS
 
Image Segmentation (F16)
100% 337
2.08 IPS
 
Image Segmentation (I8)
89% 600
3.71 IPS
 
Pose Estimation (F32)
100% 130
0.52 IPS
 
Pose Estimation (F16)
100% 139
0.56 IPS
 
Pose Estimation (I8)
80% 151
0.61 IPS
 
Object Detection (F32)
100% 159
5.57 IPS
 
Object Detection (F16)
100% 155
5.43 IPS
 
Object Detection (I8)
52% 255
8.96 IPS
 
Face Detection (F32)
100% 304
3.49 IPS
 
Face Detection (F16)
100% 313
3.60 IPS
 
Face Detection (I8)
75% 356
4.09 IPS
 
Text Classification (F32)
100% 283
112.1 IPS
 
Text Classification (F16)
100% 294
116.3 IPS
 
Machine Translation (F32)
100% 205
31.6 IPS
 
Machine Translation (F16)
100% 207
31.9 IPS
 

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