Geekbench ML Score

206
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 07 2024 12:47 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% 93
10.0 IPS
 
Image Classification (F16)
100% 86
9.24 IPS
 
Image Classification (I8)
81% 150
16.1 IPS
 
Image Segmentation (F32)
100% 333
2.06 IPS
 
Image Segmentation (F16)
100% 349
2.15 IPS
 
Image Segmentation (I8)
89% 579
3.58 IPS
 
Pose Estimation (F32)
100% 125
0.51 IPS
 
Pose Estimation (F16)
100% 128
0.52 IPS
 
Pose Estimation (I8)
80% 136
0.55 IPS
 
Object Detection (F32)
100% 163
5.74 IPS
 
Object Detection (F16)
100% 150
5.25 IPS
 
Object Detection (I8)
52% 215
7.55 IPS
 
Face Detection (F32)
100% 294
3.38 IPS
 
Face Detection (F16)
100% 303
3.48 IPS
 
Face Detection (I8)
75% 335
3.85 IPS
 
Text Classification (F32)
100% 280
110.9 IPS
 
Text Classification (F16)
100% 281
111.2 IPS
 
Machine Translation (F32)
100% 212
32.6 IPS
 
Machine Translation (F16)
100% 209
32.2 IPS
 

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