Geekbench ML Score

214
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date October 09 2024 10:46 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% 96
10.3 IPS
 
Image Classification (F16)
100% 92
9.85 IPS
 
Image Classification (I8)
81% 154
16.5 IPS
 
Image Segmentation (F32)
100% 355
2.19 IPS
 
Image Segmentation (F16)
100% 354
2.19 IPS
 
Image Segmentation (I8)
89% 570
3.52 IPS
 
Pose Estimation (F32)
100% 137
0.55 IPS
 
Pose Estimation (F16)
100% 139
0.56 IPS
 
Pose Estimation (I8)
80% 146
0.59 IPS
 
Object Detection (F32)
100% 160
5.61 IPS
 
Object Detection (F16)
100% 163
5.73 IPS
 
Object Detection (I8)
52% 237
8.32 IPS
 
Face Detection (F32)
100% 302
3.47 IPS
 
Face Detection (F16)
100% 300
3.45 IPS
 
Face Detection (I8)
75% 366
4.21 IPS
 
Text Classification (F32)
100% 282
111.5 IPS
 
Text Classification (F16)
100% 285
112.7 IPS
 
Machine Translation (F32)
100% 206
31.7 IPS
 
Machine Translation (F16)
100% 209
32.2 IPS
 

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