Geekbench ML Score

197
TensorFlow Lite CPU Inference Score
Geekbench ML 0.5.0 for Android AArch64

Result Information

Upload Date August 17 2024 09:31 AM
Views 2

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% 90
9.62 IPS
 
Image Classification (F16)
100% 85
9.12 IPS
 
Image Classification (I8)
81% 134
14.3 IPS
 
Image Segmentation (F32)
100% 310
1.92 IPS
 
Image Segmentation (F16)
100% 324
2.00 IPS
 
Image Segmentation (I8)
89% 556
3.44 IPS
 
Pose Estimation (F32)
100% 117
0.47 IPS
 
Pose Estimation (F16)
100% 116
0.47 IPS
 
Pose Estimation (I8)
80% 140
0.57 IPS
 
Object Detection (F32)
100% 146
5.11 IPS
 
Object Detection (F16)
100% 150
5.28 IPS
 
Object Detection (I8)
52% 207
7.25 IPS
 
Face Detection (F32)
100% 286
3.29 IPS
 
Face Detection (F16)
100% 269
3.09 IPS
 
Face Detection (I8)
75% 339
3.90 IPS
 
Text Classification (F32)
100% 278
109.8 IPS
 
Text Classification (F16)
100% 282
111.4 IPS
 
Machine Translation (F32)
100% 200
30.8 IPS
 
Machine Translation (F16)
100% 203
31.3 IPS
 

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