Geekbench ML Score

204
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date September 04 2024 01:03 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 7.27 GB
Inference Information
Framework TensorFlow Lite
Backend CPU
Device

Inference Performance

Workload Accuracy Score
Image Classification (F32)
100% 92
9.89 IPS
 
Image Classification (F16)
100% 86
9.24 IPS
 
Image Classification (I8)
81% 148
15.9 IPS
 
Image Segmentation (F32)
100% 354
2.19 IPS
 
Image Segmentation (F16)
100% 356
2.20 IPS
 
Image Segmentation (I8)
89% 580
3.58 IPS
 
Pose Estimation (F32)
100% 139
0.56 IPS
 
Pose Estimation (F16)
100% 127
0.51 IPS
 
Pose Estimation (I8)
80% 145
0.59 IPS
 
Object Detection (F32)
100% 150
5.27 IPS
 
Object Detection (F16)
100% 150
5.25 IPS
 
Object Detection (I8)
52% 233
8.17 IPS
 
Face Detection (F32)
100% 298
3.42 IPS
 
Face Detection (F16)
100% 270
3.10 IPS
 
Face Detection (I8)
75% 318
3.65 IPS
 
Text Classification (F32)
100% 267
105.7 IPS
 
Text Classification (F16)
100% 269
106.2 IPS
 
Machine Translation (F32)
100% 196
30.2 IPS
 
Machine Translation (F16)
100% 198
30.5 IPS
 

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